diff --git a/.gitignore b/.gitignore index a3c6ca5..67243f2 100644 --- a/.gitignore +++ b/.gitignore @@ -1,3 +1 @@ -pdfs -books -talks +PapisDir diff --git a/BibFlow.md b/BibFlow.md index 20f38b3..b734997 100644 --- a/BibFlow.md +++ b/BibFlow.md @@ -3,10 +3,7 @@ - var papers = json from the html. - run arxiv-sanity/parse.py to retrive titles and arxiv-links -- Get bibtex of all titles in titles.txt: - > ./getbibtex.sh arxiv-sanity/titles.txt -Alternatively: -- Run arxiv-sanity/getbib.py to download the pdfs and get the arxiv bitex +- Run arxiv-sanity/getbib.py to download the pdfs, add them to papis and get the arxiv bitex # Useful commands: - Search Google-Scholar for bibtex, output copied to clipboard @@ -15,5 +12,7 @@ Alternatively: > title2bib "Title" - Same with up-to-date bibtex | in little doses! > gscholar "Title" + +### Not so good! - Clean up bib file: check if arxiv paper are published, abreaviate conf names, add DOI if possible: > bibcure -i input.bib -o output.bib diff --git a/TODO b/TODO new file mode 100644 index 0000000..1f5fedc --- /dev/null +++ b/TODO @@ -0,0 +1 @@ + Remove pdfs if satisfied with papis's sorting diff --git a/arxiv-sanity/arxiv-refs.bib b/arxiv-sanity/arxiv-refs.bib new file mode 100644 index 0000000..2e0667d --- /dev/null +++ b/arxiv-sanity/arxiv-refs.bib @@ -0,0 +1,1872 @@ +@article{A._2017, + FILE = {pdfs/1711.08389.pdf}, + author = {Bryan A. Plummer and Paige Kordas and M. Hadi Kiapour and Shuai Zheng and Robinson Piramuthu and Svetlana Lazebnik}, + journal = {arxiv:1711.08389}, + link = {http://arxiv.org/abs/1711.08389v1}, + title = {Conditional Image-Text Embedding Networks}, + year = {2017} +} + +@article{Anderson_2016, + FILE = {pdfs/1612.00576.pdf}, + author = {Peter Anderson and Basura Fernando and Mark Johnson and Stephen Gould}, + journal = {arxiv:1612.00576}, + link = {http://arxiv.org/abs/1612.00576v2}, + title = {Guided Open Vocabulary Image Captioning with Constrained Beam Search}, + year = {2016} +} + +@article{Anderson_2017, + FILE = {pdfs/1707.07998.pdf}, + author = {Peter Anderson and Xiaodong He and Chris Buehler and Damien Teney and Mark Johnson and Stephen Gould and Lei Zhang}, + journal = {arxiv:1707.07998}, + link = {http://arxiv.org/abs/1707.07998v2}, + title = {Bottom-Up and Top-Down Attention for Image Captioning and Visual +Question Answering}, + year = {2017} +} + +@article{Aneja_2017, + FILE = {pdfs/1711.09151.pdf}, + author = {Jyoti Aneja and Aditya Deshpande and Alexander Schwing}, + journal = {arxiv:1711.09151}, + link = {http://arxiv.org/abs/1711.09151v1}, + title = {Convolutional Image Captioning}, + year = {2017} +} + +@article{Arora_2017, + FILE = {pdfs/1706.08224.pdf}, + author = {Sanjeev Arora and Yi Zhang}, + journal = {arxiv:1706.08224}, + link = {http://arxiv.org/abs/1706.08224v2}, + title = {Do GANs actually learn the distribution? An empirical study}, + year = {2017} +} + +@article{B._2017, + FILE = {pdfs/1703.00381.pdf}, + author = {Junier B. Oliva and Barnabas Poczos and Jeff Schneider}, + journal = {arxiv:1703.00381}, + link = {http://arxiv.org/abs/1703.00381v1}, + title = {The Statistical Recurrent Unit}, + year = {2017} +} + +@article{Bahdanau_2016, + FILE = {pdfs/1607.07086.pdf}, + author = {Dzmitry Bahdanau and Philemon Brakel and Kelvin Xu and Anirudh Goyal and Ryan Lowe and Joelle Pineau and Aaron Courville and Yoshua Bengio}, + journal = {arxiv:1607.07086}, + link = {http://arxiv.org/abs/1607.07086v3}, + title = {An Actor-Critic Algorithm for Sequence Prediction}, + year = {2016} +} + +@article{Bahdanau_2017, + FILE = {pdfs/1706.00286.pdf}, + author = {Dzmitry Bahdanau and Tom Bosc and Stanisław Jastrzębski and Edward Grefenstette and Pascal Vincent and Yoshua Bengio}, + journal = {arxiv:1706.00286}, + link = {http://arxiv.org/abs/1706.00286v2}, + title = {Learning to Compute Word Embeddings On the Fly}, + year = {2017} +} + +@article{Bahuleyan_2017, + FILE = {pdfs/1712.08207.pdf}, + author = {Hareesh Bahuleyan and Lili Mou and Olga Vechtomova and Pascal Poupart}, + journal = {arxiv:1712.08207}, + link = {http://arxiv.org/abs/1712.08207v1}, + title = {Variational Attention for Sequence-to-Sequence Models}, + year = {2017} +} + +@article{Bernardi_2016, + FILE = {pdfs/1601.03896.pdf}, + author = {Raffaella Bernardi and Ruket Cakici and Desmond Elliott and Aykut Erdem and Erkut Erdem and Nazli Ikizler-Cinbis and Frank Keller and Adrian Muscat and Barbara Plank}, + journal = {arxiv:1601.03896}, + link = {http://arxiv.org/abs/1601.03896v2}, + title = {Automatic Description Generation from Images: A Survey of Models, Datasets, and Evaluation Measures}, + year = {2016} +} + +@article{Bojanowski_2017, + FILE = {pdfs/1707.05776.pdf}, + author = {Piotr Bojanowski and Armand Joulin and David Lopez-Paz and Arthur Szlam}, + journal = {arxiv:1707.05776}, + link = {http://arxiv.org/abs/1707.05776v1}, + title = {Optimizing the Latent Space of Generative Networks}, + year = {2017} +} + +@article{Bradbury_2016, + FILE = {pdfs/1611.01576.pdf}, + author = {James Bradbury and Stephen Merity and Caiming Xiong and Richard Socher}, + journal = {arxiv:1611.01576}, + link = {http://arxiv.org/abs/1611.01576v2}, + title = {Quasi-Recurrent Neural Networks}, + year = {2016} +} + +@article{Brarda_2017, + FILE = {pdfs/1705.02269.pdf}, + author = {Sebastian Brarda and Philip Yeres and Samuel R. Bowman}, + journal = {arxiv:1705.02269}, + link = {http://arxiv.org/abs/1705.02269v2}, + title = {Sequential Attention: A Context-Aware Alignment Function for Machine +Reading}, + year = {2017} +} + +@article{Britz_2017, + FILE = {pdfs/1703.03906.pdf}, + author = {Denny Britz and Anna Goldie and Minh-Thang Luong and Quoc Le}, + journal = {arxiv:1703.03906}, + link = {http://arxiv.org/abs/1703.03906v2}, + title = {Massive Exploration of Neural Machine Translation Architectures}, + year = {2017} +} + +@inproceedings{C._2017, + FILE = {pdfs/1704.03296.pdf}, + author = {Ruth C. Fong and Andrea Vedaldi}, + booktitle = {2017 {IEEE} International Conference on Computer Vision ({ICCV})}, + doi = {10.1109/iccv.2017.371}, + link = {https://doi.org/10.1109%2Ficcv.2017.371}, + month = {oct}, + publisher = {IEEE}, + title = {Interpretable Explanations of Black Boxes by Meaningful Perturbation}, + year = {2017} +} + +@article{Caglayan_2017, + FILE = {pdfs/1707.04481.pdf}, + author = {Ozan Caglayan and Walid Aransa and Adrien Bardet and Mercedes García-Martínez and Fethi Bougares and Loïc Barrault and Marc Masana and Luis Herranz and Joost van de Weijer}, + journal = {arxiv:1707.04481}, + link = {http://arxiv.org/abs/1707.04481v1}, + title = {LIUM-CVC Submissions for WMT17 Multimodal Translation Task}, + year = {2017} +} + +@article{Carbonneau_2018, + FILE = {pdfs/1612.03365.pdf}, + author = {Marc-Andr{\'{e}} Carbonneau and Veronika Cheplygina and Eric Granger and Ghyslain Gagnon}, + doi = {10.1016/j.patcog.2017.10.009}, + journal = {Pattern Recognition}, + link = {https://doi.org/10.1016%2Fj.patcog.2017.10.009}, + month = {may}, + pages = {329--353}, + publisher = {Elsevier {BV}}, + title = {Multiple instance learning: A survey of problem characteristics and applications}, + volume = {77}, + year = {2018} +} + +@article{Castrejon_2017, + FILE = {pdfs/1704.05548.pdf}, + author = {Lluis Castrejon and Kaustav Kundu and Raquel Urtasun and Sanja Fidler}, + journal = {arxiv:1704.05548}, + link = {http://arxiv.org/abs/1704.05548v1}, + title = {Annotating Object Instances with a Polygon-RNN}, + year = {2017} +} + +@article{Che_2017, + FILE = {pdfs/1702.07983.pdf}, + author = {Tong Che and Yanran Li and Ruixiang Zhang and R Devon Hjelm and Wenjie Li and Yangqiu Song and Yoshua Bengio}, + journal = {arxiv:1702.07983}, + link = {http://arxiv.org/abs/1702.07983v1}, + title = {Maximum-Likelihood Augmented Discrete Generative Adversarial Networks}, + year = {2017} +} + +@article{Chen_2016, + FILE = {pdfs/1611.05321.pdf}, + author = {Wenhu Chen and Aurelien Lucchi and Thomas Hofmann}, + journal = {arxiv:1611.05321}, + link = {http://arxiv.org/abs/1611.05321v3}, + title = {A Semi-supervised Framework for Image Captioning}, + year = {2016} +} + +@article{Chen_2016a, + FILE = {pdfs/1611.05594.pdf}, + author = {Long Chen and Hanwang Zhang and Jun Xiao and Liqiang Nie and Jian Shao and Wei Liu and Tat-Seng Chua}, + journal = {arxiv:1611.05594}, + link = {http://arxiv.org/abs/1611.05594v2}, + title = {SCA-CNN: Spatial and Channel-wise Attention in Convolutional Networks +for Image Captioning}, + year = {2016} +} + +@article{Chen_2017, + FILE = {pdfs/1712.02051.pdf}, + author = {Hongge Chen and Huan Zhang and Pin-Yu Chen and Jinfeng Yi and Cho-Jui Hsieh}, + journal = {arxiv:1712.02051}, + link = {http://arxiv.org/abs/1712.02051v1}, + title = {Show-and-Fool: Crafting Adversarial Examples for Neural Image Captioning}, + year = {2017} +} + +@article{Chen_2017a, + FILE = {pdfs/1711.06288.pdf}, + author = {Jianbo Chen and Yelong Shen and Jianfeng Gao and Jingjing Liu and Xiaodong Liu}, + journal = {arxiv:1711.06288}, + link = {http://arxiv.org/abs/1711.06288v1}, + title = {Language-Based Image Editing with Recurrent Attentive Models}, + year = {2017} +} + +@article{Chen_2017b, + FILE = {pdfs/1706.09152.pdf}, + author = {Wenhu Chen and Guanlin Li and Shuo Ren and Shujie Liu and Zhirui Zhang and Mu Li and Ming Zhou}, + journal = {arxiv:1706.09152}, + link = {http://arxiv.org/abs/1706.09152v4}, + title = {Generative Bridging Network in Neural Sequence Prediction}, + year = {2017} +} + +@article{Chen_2017c, + FILE = {pdfs/1705.00930.pdf}, + author = {Tseng-Hung Chen and Yuan-Hong Liao and Ching-Yao Chuang and Wan-Ting Hsu and Jianlong Fu and Min Sun}, + journal = {arxiv:1705.00930}, + link = {http://arxiv.org/abs/1705.00930v2}, + title = {Show, Adapt and Tell: Adversarial Training of Cross-domain Image +Captioner}, + year = {2017} +} + +@article{Chiu_2017, + FILE = {pdfs/1712.05382.pdf}, + author = {Chung-Cheng Chiu and Colin Raffel}, + journal = {arxiv:1712.05382}, + link = {http://arxiv.org/abs/1712.05382v2}, + title = {Monotonic Chunkwise Attention}, + year = {2017} +} + +@article{Collins_2016, + FILE = {pdfs/1611.09913.pdf}, + author = {Jasmine Collins and Jascha Sohl-Dickstein and David Sussillo}, + journal = {arxiv:1611.09913}, + link = {http://arxiv.org/abs/1611.09913v3}, + title = {Capacity and Trainability in Recurrent Neural Networks}, + year = {2016} +} + +@article{Conneau_2017, + FILE = {pdfs/1710.04087.pdf}, + author = {Alexis Conneau and Guillaume Lample and Marc'Aurelio Ranzato and Ludovic Denoyer and Hervé Jégou}, + journal = {arxiv:1710.04087}, + link = {http://arxiv.org/abs/1710.04087v3}, + title = {Word Translation Without Parallel Data}, + year = {2017} +} + +@article{Conneau_2017a, + FILE = {pdfs/1705.02364.pdf}, + author = {Alexis Conneau and Douwe Kiela and Holger Schwenk and Loic Barrault and Antoine Bordes}, + journal = {arxiv:1705.02364}, + link = {http://arxiv.org/abs/1705.02364v4}, + title = {Supervised Learning of Universal Sentence Representations from Natural +Language Inference Data}, + year = {2017} +} + +@article{Cornia_2017, + FILE = {pdfs/1706.08474.pdf}, + author = {Marcella Cornia and Lorenzo Baraldi and Giuseppe Serra and Rita Cucchiara}, + journal = {arxiv:1706.08474}, + link = {http://arxiv.org/abs/1706.08474v3}, + title = {Paying More Attention to Saliency: Image Captioning with Saliency and +Context Attention}, + year = {2017} +} + +@article{Das_2016, + FILE = {pdfs/1611.08669.pdf}, + author = {Abhishek Das and Satwik Kottur and Khushi Gupta and Avi Singh and Deshraj Yadav and José M. F. Moura and Devi Parikh and Dhruv Batra}, + journal = {arxiv:1611.08669}, + link = {http://arxiv.org/abs/1611.08669v5}, + title = {Visual Dialog}, + year = {2016} +} + +@article{De_2018, + FILE = {pdfs/1801.00632.pdf}, + author = {Cedric De Boom and Thomas Demeester and Bart Dhoedt}, + doi = {10.1007/s00521-017-3322-z}, + journal = {Neural Computing and Applications}, + link = {https://doi.org/10.1007%2Fs00521-017-3322-z}, + month = {jan}, + publisher = {Springer Nature}, + title = {Character-level recurrent neural networks in practice: comparing training and sampling schemes}, + year = {2018} +} + +@article{Delbrouck_2017, + FILE = {pdfs/1707.01009.pdf}, + author = {Jean-Benoit Delbrouck and Stéphane Dupont and Omar Seddati}, + journal = {arxiv:1707.01009}, + link = {http://arxiv.org/abs/1707.01009v5}, + title = {Visually Grounded Word Embeddings and Richer Visual Features for +Improving Multimodal Neural Machine Translation}, + year = {2017} +} + +@article{Deng_2017, + FILE = {pdfs/1705.09283.pdf}, + author = {Lei Deng and Peng Jiao and Jing Pei and Zhenzhi Wu and Guoqi Li}, + journal = {arxiv:1705.09283}, + link = {http://arxiv.org/abs/1705.09283v3}, + title = {Gated XNOR Networks: Deep Neural Networks with Ternary Weights and +Activations under a Unified Discretization Framework}, + year = {2017} +} + +@article{Devon_2015, + FILE = {pdfs/1511.06382.pdf}, + author = {R Devon Hjelm and Kyunghyun Cho and Junyoung Chung and Russ Salakhutdinov and Vince Calhoun and Nebojsa Jojic}, + journal = {arxiv:1511.06382}, + link = {http://arxiv.org/abs/1511.06382v6}, + title = {Iterative Refinement of the Approximate Posterior for Directed Belief +Networks}, + year = {2015} +} + +@article{Dhingra_2017, + FILE = {pdfs/1703.00993.pdf}, + author = {Bhuwan Dhingra and Hanxiao Liu and Ruslan Salakhutdinov and William W. Cohen}, + journal = {arxiv:1703.00993}, + link = {http://arxiv.org/abs/1703.00993v1}, + title = {A Comparative Study of Word Embeddings for Reading Comprehension}, + year = {2017} +} + +@article{Ding_2016, + FILE = {pdfs/1612.07833.pdf}, + author = {Nan Ding and Sebastian Goodman and Fei Sha and Radu Soricut}, + journal = {arxiv:1612.07833}, + link = {http://arxiv.org/abs/1612.07833v1}, + title = {Understanding Image and Text Simultaneously: a Dual Vision-Language +Machine Comprehension Task}, + year = {2016} +} + +@article{Donahue_2016, + FILE = {pdfs/1605.09782.pdf}, + author = {Jeff Donahue and Philipp Krähenbühl and Trevor Darrell}, + journal = {arxiv:1605.09782}, + link = {http://arxiv.org/abs/1605.09782v7}, + title = {Adversarial Feature Learning}, + year = {2016} +} + +@article{Dong_2017, + FILE = {pdfs/1709.01362.pdf}, + author = {Jianfeng Dong and Xirong Li and Cees G. M. Snoek}, + journal = {arxiv:1709.01362}, + link = {http://arxiv.org/abs/1709.01362v2}, + title = {Predicting Visual Features from Text for Image and Video Caption +Retrieval}, + year = {2017} +} + +@article{Dong_2017a, + FILE = {pdfs/1703.06676.pdf}, + author = {Hao Dong and Jingqing Zhang and Douglas McIlwraith and Yike Guo}, + journal = {arxiv:1703.06676}, + link = {http://arxiv.org/abs/1703.06676v3}, + title = {I2T2I: Learning Text to Image Synthesis with Textual Data Augmentation}, + year = {2017} +} + +@article{Dupont_2017, + FILE = {pdfs/1706.01740.pdf}, + author = {Yoann Dupont and Marco Dinarelli and Isabelle Tellier}, + journal = {arxiv:1706.01740}, + link = {http://arxiv.org/abs/1706.01740v1}, + title = {Label-Dependencies Aware Recurrent Neural Networks}, + year = {2017} +} + +@article{Dutil_2017, + FILE = {pdfs/1711.10462.pdf}, + author = {Francis Dutil and Caglar Gulcehre and Adam Trischler and Yoshua Bengio}, + journal = {arxiv:1711.10462}, + link = {http://arxiv.org/abs/1711.10462v1}, + title = {Plan, Attend, Generate: Planning for Sequence-to-Sequence Models}, + year = {2017} +} + +@article{Dvornik_2017, + FILE = {pdfs/1708.02813.pdf}, + author = {Nikita Dvornik and Konstantin Shmelkov and Julien Mairal and Cordelia Schmid}, + journal = {arxiv:1708.02813}, + link = {http://arxiv.org/abs/1708.02813v1}, + title = {BlitzNet: A Real-Time Deep Network for Scene Understanding}, + year = {2017} +} + +@article{Elliott_2017, + FILE = {pdfs/1710.07177.pdf}, + author = {Desmond Elliott and Stella Frank and Loïc Barrault and Fethi Bougares and Lucia Specia}, + journal = {arxiv:1710.07177}, + link = {http://arxiv.org/abs/1710.07177v1}, + title = {Findings of the Second Shared Task on Multimodal Machine Translation and +Multilingual Image Description}, + year = {2017} +} + +@article{Elliott_2017a, + FILE = {pdfs/1705.04350.pdf}, + author = {Desmond Elliott and Ákos Kádár}, + journal = {arxiv:1705.04350}, + link = {http://arxiv.org/abs/1705.04350v2}, + title = {Imagination improves Multimodal Translation}, + year = {2017} +} + +@article{Faghri_2017, + FILE = {pdfs/1707.05612.pdf}, + author = {Fartash Faghri and David J. Fleet and Jamie Ryan Kiros and Sanja Fidler}, + journal = {arxiv:1707.05612}, + link = {http://arxiv.org/abs/1707.05612v2}, + title = {VSE++: Improving Visual-Semantic Embeddings with Hard Negatives}, + year = {2017} +} + +@article{Finn_2017, + FILE = {pdfs/1703.03400.pdf}, + author = {Chelsea Finn and Pieter Abbeel and Sergey Levine}, + journal = {arxiv:1703.03400}, + link = {http://arxiv.org/abs/1703.03400v3}, + title = {Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks}, + year = {2017} +} + +@article{Fortunato_2017, + FILE = {pdfs/1704.02798.pdf}, + author = {Meire Fortunato and Charles Blundell and Oriol Vinyals}, + journal = {arxiv:1704.02798}, + link = {http://arxiv.org/abs/1704.02798v2}, + title = {Bayesian Recurrent Neural Networks}, + year = {2017} +} + +@article{Gan_2016, + FILE = {pdfs/1611.08002.pdf}, + author = {Zhe Gan and Chuang Gan and Xiaodong He and Yunchen Pu and Kenneth Tran and Jianfeng Gao and Lawrence Carin and Li Deng}, + journal = {arxiv:1611.08002}, + link = {http://arxiv.org/abs/1611.08002v2}, + title = {Semantic Compositional Networks for Visual Captioning}, + year = {2016} +} + +@incollection{Garc{\'{\i}}a-Mart{\'{\i}}nez_2017, + FILE = {pdfs/1712.01821.pdf}, + author = {Mercedes Garc{\'{\i}}a-Mart{\'{\i}}nez and Loïc Barrault and Fethi Bougares}, + booktitle = {Statistical Language and Speech Processing}, + doi = {10.1007/978-3-319-68456-7_2}, + link = {https://doi.org/10.1007%2F978-3-319-68456-7_2}, + pages = {21--31}, + publisher = {Springer International Publishing}, + title = {Neural Machine Translation by Generating Multiple Linguistic Factors}, + year = {2017} +} + +@article{Gehring_2016, + FILE = {pdfs/1611.02344.pdf}, + author = {Jonas Gehring and Michael Auli and David Grangier and Yann N. Dauphin}, + journal = {arxiv:1611.02344}, + link = {http://arxiv.org/abs/1611.02344v3}, + title = {A Convolutional Encoder Model for Neural Machine Translation}, + year = {2016} +} + +@article{Gehring_2017, + FILE = {pdfs/1705.03122.pdf}, + author = {Jonas Gehring and Michael Auli and David Grangier and Denis Yarats and Yann N. Dauphin}, + journal = {arxiv:1705.03122}, + link = {http://arxiv.org/abs/1705.03122v3}, + title = {Convolutional Sequence to Sequence Learning}, + year = {2017} +} + +@article{Genevay_2017, + FILE = {pdfs/1706.00292.pdf}, + author = {Aude Genevay and Gabriel Peyré and Marco Cuturi}, + journal = {arxiv:1706.00292}, + link = {http://arxiv.org/abs/1706.00292v3}, + title = {Learning Generative Models with Sinkhorn Divergences}, + year = {2017} +} + +@article{Godin_2017, + FILE = {pdfs/1707.06130.pdf}, + author = {Fréderic Godin and Joni Dambre and Wesley De Neve}, + journal = {arxiv:1707.06130}, + link = {http://arxiv.org/abs/1707.06130v1}, + title = {Improving Language Modeling using Densely Connected Recurrent Neural +Networks}, + year = {2017} +} + +@article{Gu_2016, + FILE = {pdfs/1612.07086.pdf}, + author = {Jiuxiang Gu and Gang Wang and Jianfei Cai and Tsuhan Chen}, + journal = {arxiv:1612.07086}, + link = {http://arxiv.org/abs/1612.07086v3}, + title = {An Empirical Study of Language CNN for Image Captioning}, + year = {2016} +} + +@article{Gu_2017, + FILE = {pdfs/1709.03376.pdf}, + author = {Jiuxiang Gu and Jianfei Cai and Gang Wang and Tsuhan Chen}, + journal = {arxiv:1709.03376}, + link = {http://arxiv.org/abs/1709.03376v2}, + title = {Stack-Captioning: Coarse-to-Fine Learning for Image Captioning}, + year = {2017} +} + +@article{Guo_2017, + FILE = {pdfs/1709.08624.pdf}, + author = {Jiaxian Guo and Sidi Lu and Han Cai and Weinan Zhang and Yong Yu and Jun Wang}, + journal = {arxiv:1709.08624}, + link = {http://arxiv.org/abs/1709.08624v2}, + title = {Long Text Generation via Adversarial Training with Leaked Information}, + year = {2017} +} + +@article{Gupta_2017, + FILE = {pdfs/1709.05074.pdf}, + author = {Ankush Gupta and Arvind Agarwal and Prawaan Singh and Piyush Rai}, + journal = {arxiv:1709.05074}, + link = {http://arxiv.org/abs/1709.05074v1}, + title = {A Deep Generative Framework for Paraphrase Generation}, + year = {2017} +} + +@article{Hashimoto_2016, + FILE = {pdfs/1611.01587.pdf}, + author = {Kazuma Hashimoto and Caiming Xiong and Yoshimasa Tsuruoka and Richard Socher}, + journal = {arxiv:1611.01587}, + link = {http://arxiv.org/abs/1611.01587v5}, + title = {A Joint Many-Task Model: Growing a Neural Network for Multiple NLP Tasks}, + year = {2016} +} + +@article{Helcl_2017, + FILE = {pdfs/1707.04550.pdf}, + author = {Jindřich Helcl and Jindřich Libovický}, + journal = {arxiv:1707.04550}, + link = {http://arxiv.org/abs/1707.04550v1}, + title = {CUNI System for the WMT17 Multimodal Translation Task}, + year = {2017} +} + +@article{Hieber_2017, + FILE = {pdfs/1712.05690.pdf}, + author = {Felix Hieber and Tobias Domhan and Michael Denkowski and David Vilar and Artem Sokolov and Ann Clifton and Matt Post}, + journal = {arxiv:1712.05690}, + link = {http://arxiv.org/abs/1712.05690v1}, + title = {Sockeye: A Toolkit for Neural Machine Translation}, + year = {2017} +} + +@article{Higgins_2017, + FILE = {pdfs/1707.03389.pdf}, + author = {Irina Higgins and Nicolas Sonnerat and Loic Matthey and Arka Pal and Christopher P Burgess and Matthew Botvinick and Demis Hassabis and Alexander Lerchner}, + journal = {arxiv:1707.03389}, + link = {http://arxiv.org/abs/1707.03389v2}, + title = {SCAN: Learning Abstract Hierarchical Compositional Visual Concepts}, + year = {2017} +} + +@article{Hu_2017, + FILE = {pdfs/1703.00955.pdf}, + author = {Zhiting Hu and Zichao Yang and Xiaodan Liang and Ruslan Salakhutdinov and Eric P. Xing}, + journal = {arxiv:1703.00955}, + link = {http://arxiv.org/abs/1703.00955v3}, + title = {Toward Controlled Generation of Text}, + year = {2017} +} + +@article{Hu_2017a, + FILE = {pdfs/1706.00550.pdf}, + author = {Zhiting Hu and Zichao Yang and Ruslan Salakhutdinov and Eric P. Xing}, + journal = {arxiv:1706.00550}, + link = {http://arxiv.org/abs/1706.00550v3}, + title = {On Unifying Deep Generative Models}, + year = {2017} +} + +@article{Hua_2017, + FILE = {pdfs/1711.05557.pdf}, + author = {Ying Hua Tan and Chee Seng Chan}, + journal = {arxiv:1711.05557}, + link = {http://arxiv.org/abs/1711.05557v1}, + title = {Phrase-based Image Captioning with Hierarchical LSTM Model}, + year = {2017} +} + +@article{Huang_2016, + FILE = {pdfs/1608.06993.pdf}, + author = {Gao Huang and Zhuang Liu and Laurens van der Maaten and Kilian Q. Weinberger}, + journal = {arxiv:1608.06993}, + link = {http://arxiv.org/abs/1608.06993v5}, + title = {Densely Connected Convolutional Networks}, + year = {2016} +} + +@article{Huang_2017, + FILE = {pdfs/1706.05565.pdf}, + author = {Po-Sen Huang and Chong Wang and Sitao Huang and Dengyong Zhou and Li Deng}, + journal = {arxiv:1706.05565}, + link = {http://arxiv.org/abs/1706.05565v5}, + title = {Towards Neural Phrase-based Machine Translation}, + year = {2017} +} + +@article{Hubert_2017, + FILE = {pdfs/1703.05908.pdf}, + author = {Yao-Hung Hubert Tsai and Liang-Kang Huang and Ruslan Salakhutdinov}, + journal = {arxiv:1703.05908}, + link = {http://arxiv.org/abs/1703.05908v2}, + title = {Learning Robust Visual-Semantic Embeddings}, + year = {2017} +} + +@article{J._2016, + FILE = {pdfs/1612.00563.pdf}, + author = {Steven J. Rennie and Etienne Marcheret and Youssef Mroueh and Jarret Ross and Vaibhava Goel}, + journal = {arxiv:1612.00563}, + link = {http://arxiv.org/abs/1612.00563v2}, + title = {Self-critical Sequence Training for Image Captioning}, + year = {2016} +} + +@article{Jain_2017, + FILE = {pdfs/1707.05501.pdf}, + author = {Parag Jain and Priyanka Agrawal and Abhijit Mishra and Mohak Sukhwani and Anirban Laha and Karthik Sankaranarayanan}, + journal = {arxiv:1707.05501}, + link = {http://arxiv.org/abs/1707.05501v2}, + title = {Story Generation from Sequence of Independent Short Descriptions}, + year = {2017} +} + +@article{Jain_2017a, + FILE = {pdfs/1704.03493.pdf}, + author = {Unnat Jain and Ziyu Zhang and Alexander Schwing}, + journal = {arxiv:1704.03493}, + link = {http://arxiv.org/abs/1704.03493v1}, + title = {Creativity: Generating Diverse Questions using Variational Autoencoders}, + year = {2017} +} + +@article{Janner_2017, + FILE = {pdfs/1707.03938.pdf}, + author = {Michael Janner and Karthik Narasimhan and Regina Barzilay}, + journal = {arxiv:1707.03938}, + link = {http://arxiv.org/abs/1707.03938v2}, + title = {Representation Learning for Grounded Spatial Reasoning}, + year = {2017} +} + +@article{Janocha_2017, + FILE = {pdfs/1702.05659.pdf}, + author = {Katarzyna Janocha and Wojciech Marian Czarnecki}, + journal = {arxiv:1702.05659}, + link = {http://arxiv.org/abs/1702.05659v1}, + title = {On Loss Functions for Deep Neural Networks in Classification}, + year = {2017} +} + +@article{Jaques_2016, + FILE = {pdfs/1611.02796.pdf}, + author = {Natasha Jaques and Shixiang Gu and Dzmitry Bahdanau and José Miguel Hernández-Lobato and Richard E. Turner and Douglas Eck}, + journal = {arxiv:1611.02796}, + link = {http://arxiv.org/abs/1611.02796v9}, + title = {Sequence Tutor: Conservative Fine-Tuning of Sequence Generation Models +with KL-control}, + year = {2016} +} + +@article{Johnson_2017, + FILE = {pdfs/1705.03633.pdf}, + author = {Justin Johnson and Bharath Hariharan and Laurens van der Maaten and Judy Hoffman and Li Fei-Fei and C. Lawrence Zitnick and Ross Girshick}, + journal = {arxiv:1705.03633}, + link = {http://arxiv.org/abs/1705.03633v1}, + title = {Inferring and Executing Programs for Visual Reasoning}, + year = {2017} +} + +@article{Kaiser_2017, + FILE = {pdfs/1706.05137.pdf}, + author = {Lukasz Kaiser and Aidan N. Gomez and Noam Shazeer and Ashish Vaswani and Niki Parmar and Llion Jones and Jakob Uszkoreit}, + journal = {arxiv:1706.05137}, + link = {http://arxiv.org/abs/1706.05137v1}, + title = {One Model To Learn Them All}, + year = {2017} +} + +@article{Kaiser_2017a, + FILE = {pdfs/1706.03059.pdf}, + author = {Lukasz Kaiser and Aidan N. Gomez and Francois Chollet}, + journal = {arxiv:1706.03059}, + link = {http://arxiv.org/abs/1706.03059v2}, + title = {Depthwise Separable Convolutions for Neural Machine Translation}, + year = {2017} +} + +@article{Kiela_2017, + FILE = {pdfs/1707.06320.pdf}, + author = {Douwe Kiela and Alexis Conneau and Allan Jabri and Maximilian Nickel}, + journal = {arxiv:1707.06320}, + link = {http://arxiv.org/abs/1707.06320v1}, + title = {Learning Visually Grounded Sentence Representations}, + year = {2017} +} + +@article{Klambauer_2017, + FILE = {pdfs/1706.02515.pdf}, + author = {Günter Klambauer and Thomas Unterthiner and Andreas Mayr and Sepp Hochreiter}, + journal = {arxiv:1706.02515}, + link = {http://arxiv.org/abs/1706.02515v5}, + title = {Self-Normalizing Neural Networks}, + year = {2017} +} + +@article{Kottur_2017, + FILE = {pdfs/1706.08502.pdf}, + author = {Satwik Kottur and José M. F. Moura and Stefan Lee and Dhruv Batra}, + journal = {arxiv:1706.08502}, + link = {http://arxiv.org/abs/1706.08502v3}, + title = {Natural Language Does Not Emerge 'Naturally' in Multi-Agent Dialog}, + year = {2017} +} + +@article{Koyamada_2017, + FILE = {pdfs/1706.10031.pdf}, + author = {Sotetsu Koyamada and Yuta Kikuchi and Atsunori Kanemura and Shin-ichi Maeda and Shin Ishii}, + journal = {arxiv:1706.10031}, + link = {http://arxiv.org/abs/1706.10031v1}, + title = {Neural Sequence Model Training via $α$-divergence Minimization}, + year = {2017} +} + +@article{Krause_2016, + FILE = {pdfs/1611.06607.pdf}, + author = {Jonathan Krause and Justin Johnson and Ranjay Krishna and Li Fei-Fei}, + journal = {arxiv:1611.06607}, + link = {http://arxiv.org/abs/1611.06607v2}, + title = {A Hierarchical Approach for Generating Descriptive Image Paragraphs}, + year = {2016} +} + +@article{Kumar_2017, + FILE = {pdfs/1705.03865.pdf}, + author = {Akshay Kumar Gupta}, + journal = {arxiv:1705.03865}, + link = {http://arxiv.org/abs/1705.03865v2}, + title = {Survey of Visual Question Answering: Datasets and Techniques}, + year = {2017} +} + +@article{Kurach_2017, + FILE = {pdfs/1705.08386.pdf}, + author = {Karol Kurach and Sylvain Gelly and Michal Jastrzebski and Philip Haeusser and Olivier Teytaud and Damien Vincent and Olivier Bousquet}, + journal = {arxiv:1705.08386}, + link = {http://arxiv.org/abs/1705.08386v2}, + title = {Better Text Understanding Through Image-To-Text Transfer}, + year = {2017} +} + +@article{Lample_2017, + FILE = {pdfs/1711.00043.pdf}, + author = {Guillaume Lample and Ludovic Denoyer and Marc'Aurelio Ranzato}, + journal = {arxiv:1711.00043}, + link = {http://arxiv.org/abs/1711.00043v1}, + title = {Unsupervised Machine Translation Using Monolingual Corpora Only}, + year = {2017} +} + +@article{Lapin_2016, + FILE = {pdfs/1612.03663.pdf}, + author = {Maksim Lapin and Matthias Hein and Bernt Schiele}, + journal = {arxiv:1612.03663}, + link = {http://arxiv.org/abs/1612.03663v1}, + title = {Analysis and Optimization of Loss Functions for Multiclass, Top-k, and +Multilabel Classification}, + year = {2016} +} + +@article{Lawson_2017, + FILE = {pdfs/1705.05524.pdf}, + author = {Dieterich Lawson and Chung-Cheng Chiu and George Tucker and Colin Raffel and Kevin Swersky and Navdeep Jaitly}, + journal = {arxiv:1705.05524}, + link = {http://arxiv.org/abs/1705.05524v2}, + title = {Learning Hard Alignments with Variational Inference}, + year = {2017} +} + +@article{Lee_2018, + FILE = {pdfs/1802.06901.pdf}, + author = {Jason Lee and Elman Mansimov and Kyunghyun Cho}, + journal = {arxiv:1802.06901}, + link = {http://arxiv.org/abs/1802.06901v1}, + title = {Deterministic Non-Autoregressive Neural Sequence Modeling by Iterative +Refinement}, + year = {2018} +} + +@article{Lei_2017, + FILE = {pdfs/1709.02755.pdf}, + author = {Tao Lei and Yu Zhang and Yoav Artzi}, + journal = {arxiv:1709.02755}, + link = {http://arxiv.org/abs/1709.02755v4}, + title = {Training RNNs as Fast as CNNs}, + year = {2017} +} + +@article{Li_2017, + FILE = {pdfs/1712.09913.pdf}, + author = {Hao Li and Zheng Xu and Gavin Taylor and Tom Goldstein}, + journal = {arxiv:1712.09913}, + link = {http://arxiv.org/abs/1712.09913v1}, + title = {Visualizing the Loss Landscape of Neural Nets}, + year = {2017} +} + +@article{Li_2017a, + FILE = {pdfs/1711.09873.pdf}, + author = {Zhongliang Li and Raymond Kulhanek and Shaojun Wang and Yunxin Zhao and Shuang Wu}, + journal = {arxiv:1711.09873}, + link = {http://arxiv.org/abs/1711.09873v2}, + title = {Slim Embedding Layers for Recurrent Neural Language Models}, + year = {2017} +} + +@article{Li_2017b, + FILE = {pdfs/1710.01789.pdf}, + author = {Aodong Li and Shiyue Zhang and Dong Wang and Thomas Fang Zheng}, + journal = {arxiv:1710.01789}, + link = {http://arxiv.org/abs/1710.01789v1}, + title = {Enhanced Neural Machine Translation by Learning from Draft}, + year = {2017} +} + +@article{Liang_2017, + FILE = {pdfs/1703.07022.pdf}, + author = {Xiaodan Liang and Zhiting Hu and Hao Zhang and Chuang Gan and Eric P. Xing}, + journal = {arxiv:1703.07022}, + link = {http://arxiv.org/abs/1703.07022v2}, + title = {Recurrent Topic-Transition GAN for Visual Paragraph Generation}, + year = {2017} +} + +@article{Lima_2017, + FILE = {pdfs/1705.10843.pdf}, + author = {Gabriel Lima Guimaraes and Benjamin Sanchez-Lengeling and Carlos Outeiral and Pedro Luis Cunha Farias and Alán Aspuru-Guzik}, + journal = {arxiv:1705.10843}, + link = {http://arxiv.org/abs/1705.10843v3}, + title = {Objective-Reinforced Generative Adversarial Networks (ORGAN) for +Sequence Generation Models}, + year = {2017} +} + +@article{Lin_2017, + FILE = {pdfs/1705.11001.pdf}, + author = {Kevin Lin and Dianqi Li and Xiaodong He and Zhengyou Zhang and Ming-Ting Sun}, + journal = {arxiv:1705.11001}, + link = {http://arxiv.org/abs/1705.11001v2}, + title = {Adversarial Ranking for Language Generation}, + year = {2017} +} + +@article{Lin_2017a, + FILE = {pdfs/1703.03130.pdf}, + author = {Zhouhan Lin and Minwei Feng and Cicero Nogueira dos Santos and Mo Yu and Bing Xiang and Bowen Zhou and Yoshua Bengio}, + journal = {arxiv:1703.03130}, + link = {http://arxiv.org/abs/1703.03130v1}, + title = {A Structured Self-attentive Sentence Embedding}, + year = {2017} +} + +@article{Ling_2017, + FILE = {pdfs/1706.00130.pdf}, + author = {Huan Ling and Sanja Fidler}, + journal = {arxiv:1706.00130}, + link = {http://arxiv.org/abs/1706.00130v2}, + title = {Teaching Machines to Describe Images via Natural Language Feedback}, + year = {2017} +} + +@article{Liu_2016, + FILE = {pdfs/1612.00370.pdf}, + author = {Siqi Liu and Zhenhai Zhu and Ning Ye and Sergio Guadarrama and Kevin Murphy}, + journal = {arxiv:1612.00370}, + link = {http://arxiv.org/abs/1612.00370v3}, + title = {Improved Image Captioning via Policy Gradient optimization of SPIDEr}, + year = {2016} +} + +@incollection{Liu_2016a, + FILE = {pdfs/1512.02325.pdf}, + author = {Wei Liu and Dragomir Anguelov and Dumitru Erhan and Christian Szegedy and Scott Reed and Cheng-Yang Fu and Alexander C. Berg}, + booktitle = {Computer Vision {\textendash} {ECCV} 2016}, + doi = {10.1007/978-3-319-46448-0_2}, + link = {https://doi.org/10.1007%2F978-3-319-46448-0_2}, + pages = {21--37}, + publisher = {Springer International Publishing}, + title = {{SSD}: Single Shot {MultiBox} Detector}, + year = {2016} +} + +@article{Liu_2016b, + FILE = {pdfs/1612.04949.pdf}, + author = {Hao Liu and Yang Yang and Fumin Shen and Lixin Duan and Heng Tao Shen}, + journal = {arxiv:1612.04949}, + link = {http://arxiv.org/abs/1612.04949v1}, + title = {Recurrent Image Captioner: Describing Images with Spatial-Invariant +Transformation and Attention Filtering}, + year = {2016} +} + +@article{Liu_2016c, + FILE = {pdfs/1605.09553.pdf}, + author = {Chenxi Liu and Junhua Mao and Fei Sha and Alan Yuille}, + journal = {arxiv:1605.09553}, + link = {http://arxiv.org/abs/1605.09553v2}, + title = {Attention Correctness in Neural Image Captioning}, + year = {2016} +} + +@article{Liu_2017, + FILE = {pdfs/1709.04109.pdf}, + author = {Liyuan Liu and Jingbo Shang and Frank F. Xu and Xiang Ren and Huan Gui and Jian Peng and Jiawei Han}, + journal = {arxiv:1709.04109}, + link = {http://arxiv.org/abs/1709.04109v4}, + title = {Empower Sequence Labeling with Task-Aware Neural Language Model}, + year = {2017} +} + +@article{Liu_2017a, + FILE = {pdfs/1702.05658.pdf}, + author = {Chang Liu and Fuchun Sun and Changhu Wang and Feng Wang and Alan Yuille}, + journal = {arxiv:1702.05658}, + link = {http://arxiv.org/abs/1702.05658v3}, + title = {MAT: A Multimodal Attentive Translator for Image Captioning}, + year = {2017} +} + +@article{Longpre_2016, + FILE = {pdfs/1611.05104.pdf}, + author = {Shayne Longpre and Sabeek Pradhan and Caiming Xiong and Richard Socher}, + journal = {arxiv:1611.05104}, + link = {http://arxiv.org/abs/1611.05104v2}, + title = {A Way out of the Odyssey: Analyzing and Combining Recent Insights for +LSTMs}, + year = {2016} +} + +@article{Lu_2016, + FILE = {pdfs/1612.01887.pdf}, + author = {Jiasen Lu and Caiming Xiong and Devi Parikh and Richard Socher}, + journal = {arxiv:1612.01887}, + link = {http://arxiv.org/abs/1612.01887v2}, + title = {Knowing When to Look: Adaptive Attention via A Visual Sentinel for Image +Captioning}, + year = {2016} +} + +@article{Lu_2017, + FILE = {pdfs/1712.07835.pdf}, + author = {Xiaoqiang Lu and Binqiang Wang and Xiangtao Zheng and Xuelong Li}, + journal = {arxiv:1712.07835}, + link = {http://arxiv.org/abs/1712.07835v1}, + title = {Exploring Models and Data for Remote Sensing Image Caption Generation}, + year = {2017} +} + +@article{Lucas_2017, + FILE = {pdfs/1711.11479.pdf}, + author = {Thomas Lucas and Jakob Verbeek}, + journal = {arxiv:1711.11479}, + link = {http://arxiv.org/abs/1711.11479v1}, + title = {Auxiliary Guided Autoregressive Variational Autoencoders}, + year = {2017} +} + +@article{Luo_2017, + FILE = {pdfs/1701.03439.pdf}, + author = {Ruotian Luo and Gregory Shakhnarovich}, + journal = {arxiv:1701.03439}, + link = {http://arxiv.org/abs/1701.03439v1}, + title = {Comprehension-guided referring expressions}, + year = {2017} +} + +@article{Ma_2017, + FILE = {pdfs/1707.04968.pdf}, + author = {Chao Ma and Chunhua Shen and Anthony Dick and Anton van den Hengel}, + journal = {arxiv:1707.04968}, + link = {http://arxiv.org/abs/1707.04968v1}, + title = {Visual Question Answering with Memory-Augmented Networks}, + year = {2017} +} + +@article{Makarenkov_2016, + FILE = {pdfs/1610.03759.pdf}, + author = {Victor Makarenkov and Bracha Shapira and Lior Rokach}, + journal = {arxiv:1610.03759}, + link = {http://arxiv.org/abs/1610.03759v2}, + title = {Language Models with Pre-Trained (GloVe) Word Embeddings}, + year = {2016} +} + +@article{McCann_2017, + FILE = {pdfs/1708.00107.pdf}, + author = {Bryan McCann and James Bradbury and Caiming Xiong and Richard Socher}, + journal = {arxiv:1708.00107}, + link = {http://arxiv.org/abs/1708.00107v1}, + title = {Learned in Translation: Contextualized Word Vectors}, + year = {2017} +} + +@article{Melis_2017, + FILE = {pdfs/1707.05589.pdf}, + author = {Gábor Melis and Chris Dyer and Phil Blunsom}, + journal = {arxiv:1707.05589}, + link = {http://arxiv.org/abs/1707.05589v2}, + title = {On the State of the Art of Evaluation in Neural Language Models}, + year = {2017} +} + +@article{Merity_2017, + FILE = {pdfs/1708.02182.pdf}, + author = {Stephen Merity and Nitish Shirish Keskar and Richard Socher}, + journal = {arxiv:1708.02182}, + link = {http://arxiv.org/abs/1708.02182v1}, + title = {Regularizing and Optimizing LSTM Language Models}, + year = {2017} +} + +@article{Merity_2017a, + FILE = {pdfs/1708.01009.pdf}, + author = {Stephen Merity and Bryan McCann and Richard Socher}, + journal = {arxiv:1708.01009}, + link = {http://arxiv.org/abs/1708.01009v1}, + title = {Revisiting Activation Regularization for Language RNNs}, + year = {2017} +} + +@article{Mogadala_2017, + FILE = {pdfs/1710.06303.pdf}, + author = {Aditya Mogadala and Umanga Bista and Lexing Xie and Achim Rettinger}, + journal = {arxiv:1710.06303}, + link = {http://arxiv.org/abs/1710.06303v1}, + title = {Describing Natural Images Containing Novel Objects with Knowledge Guided +Assitance}, + year = {2017} +} + +@article{Mun_2016, + FILE = {pdfs/1612.03557.pdf}, + author = {Jonghwan Mun and Minsu Cho and Bohyung Han}, + journal = {arxiv:1612.03557}, + link = {http://arxiv.org/abs/1612.03557v1}, + title = {Text-guided Attention Model for Image Captioning}, + year = {2016} +} + +@article{N._2016, + FILE = {pdfs/1612.08083.pdf}, + author = {Yann N. Dauphin and Angela Fan and Michael Auli and David Grangier}, + journal = {arxiv:1612.08083}, + link = {http://arxiv.org/abs/1612.08083v3}, + title = {Language Modeling with Gated Convolutional Networks}, + year = {2016} +} + +@article{Neubig_2017, + FILE = {pdfs/1703.01619.pdf}, + author = {Graham Neubig}, + journal = {arxiv:1703.01619}, + link = {http://arxiv.org/abs/1703.01619v1}, + title = {Neural Machine Translation and Sequence-to-sequence Models: A Tutorial}, + year = {2017} +} + +@article{Norouzi_2016, + FILE = {pdfs/1609.00150.pdf}, + author = {Mohammad Norouzi and Samy Bengio and Zhifeng Chen and Navdeep Jaitly and Mike Schuster and Yonghui Wu and Dale Schuurmans}, + journal = {arxiv:1609.00150}, + link = {http://arxiv.org/abs/1609.00150v3}, + title = {Reward Augmented Maximum Likelihood for Neural Structured Prediction}, + year = {2016} +} + +@article{Pedersoli_2016, + FILE = {pdfs/1612.01033.pdf}, + author = {Marco Pedersoli and Thomas Lucas and Cordelia Schmid and Jakob Verbeek}, + journal = {arxiv:1612.01033}, + link = {http://arxiv.org/abs/1612.01033v2}, + title = {Areas of Attention for Image Captioning}, + year = {2016} +} + +@article{Pereyra_2017, + FILE = {pdfs/1701.06548.pdf}, + author = {Gabriel Pereyra and George Tucker and Jan Chorowski and Łukasz Kaiser and Geoffrey Hinton}, + journal = {arxiv:1701.06548}, + link = {http://arxiv.org/abs/1701.06548v1}, + title = {Regularizing Neural Networks by Penalizing Confident Output +Distributions}, + year = {2017} +} + +@article{Petzka_2017, + FILE = {pdfs/1709.08894.pdf}, + author = {Henning Petzka and Asja Fischer and Denis Lukovnicov}, + journal = {arxiv:1709.08894}, + link = {http://arxiv.org/abs/1709.08894v1}, + title = {On the regularization of Wasserstein GANs}, + year = {2017} +} + +@article{Phan_2017, + FILE = {pdfs/1712.09532.pdf}, + author = {Sang Phan and Gustav Eje Henter and Yusuke Miyao and Shin'ichi Satoh}, + journal = {arxiv:1712.09532}, + link = {http://arxiv.org/abs/1712.09532v1}, + title = {Consensus-based Sequence Training for Video Captioning}, + year = {2017} +} + +@article{Pinter_2017, + FILE = {pdfs/1707.06961.pdf}, + author = {Yuval Pinter and Robert Guthrie and Jacob Eisenstein}, + journal = {arxiv:1707.06961}, + link = {http://arxiv.org/abs/1707.06961v1}, + title = {Mimicking Word Embeddings using Subword RNNs}, + year = {2017} +} + +@article{Poulos_2017, + FILE = {pdfs/1712.04046.pdf}, + author = {Jason Poulos and Rafael Valle}, + journal = {arxiv:1712.04046}, + link = {http://arxiv.org/abs/1712.04046v1}, + title = {Attention networks for image-to-text}, + year = {2017} +} + +@article{Prabhavalkar_2017, + FILE = {pdfs/1712.01818.pdf}, + author = {Rohit Prabhavalkar and Tara N. Sainath and Yonghui Wu and Patrick Nguyen and Zhifeng Chen and Chung-Cheng Chiu and Anjuli Kannan}, + journal = {arxiv:1712.01818}, + link = {http://arxiv.org/abs/1712.01818v1}, + title = {Minimum Word Error Rate Training for Attention-based +Sequence-to-Sequence Models}, + year = {2017} +} + +@article{Press_2017, + FILE = {pdfs/1706.01399.pdf}, + author = {Ofir Press and Amir Bar and Ben Bogin and Jonathan Berant and Lior Wolf}, + journal = {arxiv:1706.01399}, + link = {http://arxiv.org/abs/1706.01399v3}, + title = {Language Generation with Recurrent Generative Adversarial Networks +without Pre-training}, + year = {2017} +} + +@article{Q._2017, + FILE = {pdfs/1710.01329.pdf}, + author = {Toan Q. Nguyen and David Chiang}, + journal = {arxiv:1710.01329}, + link = {http://arxiv.org/abs/1710.01329v2}, + title = {Improving Lexical Choice in Neural Machine Translation}, + year = {2017} +} + +@article{Qi_2017, + FILE = {pdfs/1707.05721.pdf}, + author = {Jun Qi}, + journal = {arxiv:1707.05721}, + link = {http://arxiv.org/abs/1707.05721v3}, + title = {Submodular Mini-Batch Training in Generative Moment Matching Networks}, + year = {2017} +} + +@article{Qiao_2017, + FILE = {pdfs/1709.06308.pdf}, + author = {Tingting Qiao and Jianfeng Dong and Duanqing Xu}, + journal = {arxiv:1709.06308}, + link = {http://arxiv.org/abs/1709.06308v1}, + title = {Exploring Human-like Attention Supervision in Visual Question Answering}, + year = {2017} +} + +@article{R._2018, + FILE = {pdfs/1801.01884.pdf}, + author = {Neil R. Smalheiser and Gary Bonifield}, + journal = {arxiv:1801.01884}, + link = {http://arxiv.org/abs/1801.01884v2}, + title = {Unsupervised Low-Dimensional Vector Representations for Words, Phrases +and Text that are Transparent, Scalable, and produce Similarity Metrics that +are Complementary to Neural Embeddings}, + year = {2018} +} + +@article{Raffel_2017, + FILE = {pdfs/1704.00784.pdf}, + author = {Colin Raffel and Minh-Thang Luong and Peter J. Liu and Ron J. Weiss and Douglas Eck}, + journal = {arxiv:1704.00784}, + link = {http://arxiv.org/abs/1704.00784v2}, + title = {Online and Linear-Time Attention by Enforcing Monotonic Alignments}, + year = {2017} +} + +@article{Rajeswar_2017, + FILE = {pdfs/1705.10929.pdf}, + author = {Sai Rajeswar and Sandeep Subramanian and Francis Dutil and Christopher Pal and Aaron Courville}, + journal = {arxiv:1705.10929}, + link = {http://arxiv.org/abs/1705.10929v1}, + title = {Adversarial Generation of Natural Language}, + year = {2017} +} + +@article{Ramanishka_2016, + FILE = {pdfs/1612.07360.pdf}, + author = {Vasili Ramanishka and Abir Das and Jianming Zhang and Kate Saenko}, + journal = {arxiv:1612.07360}, + link = {http://arxiv.org/abs/1612.07360v2}, + title = {Top-down Visual Saliency Guided by Captions}, + year = {2016} +} + +@article{Reddy_2017, + FILE = {pdfs/1705.09142.pdf}, + author = {Konda Reddy Mopuri and Vishal B. Athreya and R. Venkatesh Babu}, + journal = {arxiv:1705.09142}, + link = {http://arxiv.org/abs/1705.09142v1}, + title = {Deep image representations using caption generators}, + year = {2017} +} + +@article{Redmon_2016, + FILE = {pdfs/1612.08242.pdf}, + author = {Joseph Redmon and Ali Farhadi}, + journal = {arxiv:1612.08242}, + link = {http://arxiv.org/abs/1612.08242v1}, + title = {YOLO9000: Better, Faster, Stronger}, + year = {2016} +} + +@article{Ren_2017, + FILE = {pdfs/1704.03899.pdf}, + author = {Zhou Ren and Xiaoyu Wang and Ning Zhang and Xutao Lv and Li-Jia Li}, + journal = {arxiv:1704.03899}, + link = {http://arxiv.org/abs/1704.03899v1}, + title = {Deep Reinforcement Learning-based Image Captioning with Embedding Reward}, + year = {2017} +} + +@incollection{Rohrbach_2016, + FILE = {pdfs/1511.03745.pdf}, + author = {Anna Rohrbach and Marcus Rohrbach and Ronghang Hu and Trevor Darrell and Bernt Schiele}, + booktitle = {Computer Vision {\textendash} {ECCV} 2016}, + doi = {10.1007/978-3-319-46448-0_49}, + link = {https://doi.org/10.1007%2F978-3-319-46448-0_49}, + pages = {817--834}, + publisher = {Springer International Publishing}, + title = {Grounding of Textual Phrases in Images by Reconstruction}, + year = {2016} +} + +@article{Rohrbach_2017, + FILE = {pdfs/1704.01518.pdf}, + author = {Anna Rohrbach and Marcus Rohrbach and Siyu Tang and Seong Joon Oh and Bernt Schiele}, + journal = {arxiv:1704.01518}, + link = {http://arxiv.org/abs/1704.01518v1}, + title = {Generating Descriptions with Grounded and Co-Referenced People}, + year = {2017} +} + +@article{Ruder_2016, + FILE = {pdfs/1609.04747.pdf}, + author = {Sebastian Ruder}, + journal = {arxiv:1609.04747}, + link = {http://arxiv.org/abs/1609.04747v2}, + title = {An overview of gradient descent optimization algorithms}, + year = {2016} +} + +@article{Salehinejad_2017, + FILE = {pdfs/1801.01078.pdf}, + author = {Hojjat Salehinejad and Sharan Sankar and Joseph Barfett and Errol Colak and Shahrokh Valaee}, + journal = {arxiv:1801.01078}, + link = {http://arxiv.org/abs/1801.01078v3}, + title = {Recent Advances in Recurrent Neural Networks}, + year = {2017} +} + +@article{Shabanian_2017, + FILE = {pdfs/1711.05717.pdf}, + author = {Samira Shabanian and Devansh Arpit and Adam Trischler and Yoshua Bengio}, + journal = {arxiv:1711.05717}, + link = {http://arxiv.org/abs/1711.05717v1}, + title = {Variational Bi-LSTMs}, + year = {2017} +} + +@inproceedings{Shekhar_2017, + FILE = {pdfs/1705.01359.pdf}, + author = {Ravi Shekhar and Sandro Pezzelle and Yauhen Klimovich and Aur{\'{e}}lie Herbelot and Moin Nabi and Enver Sangineto and Raffaella Bernardi}, + booktitle = {Proceedings of the 55th Annual Meeting of the Association for +Computational Linguistics (Volume 1: Long Papers)}, + doi = {10.18653/v1/p17-1024}, + link = {https://doi.org/10.18653%2Fv1%2Fp17-1024}, + publisher = {Association for Computational Linguistics}, + title = {{FOIL} it! Find One mismatch between Image and Language caption}, + year = {2017} +} + +@article{Shetty_2017, + FILE = {pdfs/1703.10476.pdf}, + author = {Rakshith Shetty and Marcus Rohrbach and Lisa Anne Hendricks and Mario Fritz and Bernt Schiele}, + journal = {arxiv:1703.10476}, + link = {http://arxiv.org/abs/1703.10476v2}, + title = {Speaking the Same Language: Matching Machine to Human Captions by +Adversarial Training}, + year = {2017} +} + +@article{Shmelkov_2017, + FILE = {pdfs/1708.06977.pdf}, + author = {Konstantin Shmelkov and Cordelia Schmid and Karteek Alahari}, + journal = {arxiv:1708.06977}, + link = {http://arxiv.org/abs/1708.06977v1}, + title = {Incremental Learning of Object Detectors without Catastrophic Forgetting}, + year = {2017} +} + +@article{Singh_2017, + FILE = {pdfs/1706.07230.pdf}, + author = {Devendra Singh Chaplot and Kanthashree Mysore Sathyendra and Rama Kumar Pasumarthi and Dheeraj Rajagopal and Ruslan Salakhutdinov}, + journal = {arxiv:1706.07230}, + link = {http://arxiv.org/abs/1706.07230v2}, + title = {Gated-Attention Architectures for Task-Oriented Language Grounding}, + year = {2017} +} + +@article{Sinha_2017, + FILE = {pdfs/1710.10571.pdf}, + author = {Aman Sinha and Hongseok Namkoong and John Duchi}, + journal = {arxiv:1710.10571}, + link = {http://arxiv.org/abs/1710.10571v3}, + title = {Certifiable Distributional Robustness with Principled Adversarial +Training}, + year = {2017} +} + +@article{Son_2017, + FILE = {pdfs/1705.02966.pdf}, + author = {Joon Son Chung and Amir Jamaludin and Andrew Zisserman}, + journal = {arxiv:1705.02966}, + link = {http://arxiv.org/abs/1705.02966v2}, + title = {You said that?}, + year = {2017} +} + +@article{Su_2018, + FILE = {pdfs/1801.05119.pdf}, + author = {Jinsong Su and Shan Wu and Deyi Xiong and Yaojie Lu and Xianpei Han and Biao Zhang}, + journal = {arxiv:1801.05119}, + link = {http://arxiv.org/abs/1801.05119v1}, + title = {Variational Recurrent Neural Machine Translation}, + year = {2018} +} + +@article{Sun_2017, + FILE = {pdfs/1705.08759.pdf}, + author = {Qing Sun and Stefan Lee and Dhruv Batra}, + journal = {arxiv:1705.08759}, + link = {http://arxiv.org/abs/1705.08759v1}, + title = {Bidirectional Beam Search: Forward-Backward Inference in Neural Sequence +Models for Fill-in-the-Blank Image Captioning}, + year = {2017} +} + +@article{T._2017, + FILE = {pdfs/1707.04108.pdf}, + author = {Hoa T. Le and Christophe Cerisara and Alexandre Denis}, + journal = {arxiv:1707.04108}, + link = {http://arxiv.org/abs/1707.04108v1}, + title = {Do Convolutional Networks need to be Deep for Text Classification ?}, + year = {2017} +} + +@article{Tang_2017, + FILE = {pdfs/1704.00138.pdf}, + author = {Peng Tang and Xinggang Wang and Xiang Bai and Wenyu Liu}, + journal = {arxiv:1704.00138}, + link = {http://arxiv.org/abs/1704.00138v1}, + title = {Multiple Instance Detection Network with Online Instance Classifier +Refinement}, + year = {2017} +} + +@article{Tanti_2017, + FILE = {pdfs/1708.02043.pdf}, + author = {Marc Tanti and Albert Gatt and Kenneth P. Camilleri}, + journal = {arxiv:1708.02043}, + link = {http://arxiv.org/abs/1708.02043v2}, + title = {What is the Role of Recurrent Neural Networks (RNNs) in an Image Caption +Generator?}, + year = {2017} +} + +@article{Tanti_2017a, + FILE = {pdfs/1703.09137.pdf}, + author = {Marc Tanti and Albert Gatt and Kenneth P. Camilleri}, + journal = {arxiv:1703.09137}, + link = {http://arxiv.org/abs/1703.09137v1}, + title = {Where to put the Image in an Image Caption Generator}, + year = {2017} +} + +@article{Tokmakov_2016, + FILE = {pdfs/1603.07188.pdf}, + author = {Pavel Tokmakov and Karteek Alahari and Cordelia Schmid}, + journal = {arxiv:1603.07188}, + link = {http://arxiv.org/abs/1603.07188v3}, + title = {Weakly-Supervised Semantic Segmentation using Motion Cues}, + year = {2016} +} + +@article{Tokmakov_2016a, + FILE = {pdfs/1612.07217.pdf}, + author = {Pavel Tokmakov and Karteek Alahari and Cordelia Schmid}, + journal = {arxiv:1612.07217}, + link = {http://arxiv.org/abs/1612.07217v2}, + title = {Learning Motion Patterns in Videos}, + year = {2016} +} + +@article{Tokmakov_2017, + FILE = {pdfs/1712.01127.pdf}, + author = {Pavel Tokmakov and Cordelia Schmid and Karteek Alahari}, + journal = {arxiv:1712.01127}, + link = {http://arxiv.org/abs/1712.01127v1}, + title = {Learning to Segment Moving Objects}, + year = {2017} +} + +@article{Tokmakov_2017a, + FILE = {pdfs/1704.05737.pdf}, + author = {Pavel Tokmakov and Karteek Alahari and Cordelia Schmid}, + journal = {arxiv:1704.05737}, + link = {http://arxiv.org/abs/1704.05737v2}, + title = {Learning Video Object Segmentation with Visual Memory}, + year = {2017} +} + +@article{Tran_2017, + FILE = {pdfs/1706.06714.pdf}, + author = {Van-Khanh Tran and Le-Minh Nguyen}, + journal = {arxiv:1706.06714}, + link = {http://arxiv.org/abs/1706.06714v3}, + title = {Neural-based Natural Language Generation in Dialogue using RNN +Encoder-Decoder with Semantic Aggregation}, + year = {2017} +} + +@article{Tsutsui_2017, + FILE = {pdfs/1706.06275.pdf}, + author = {Satoshi Tsutsui and David Crandall}, + journal = {arxiv:1706.06275}, + link = {http://arxiv.org/abs/1706.06275v1}, + title = {Using Artificial Tokens to Control Languages for Multilingual Image +Caption Generation}, + year = {2017} +} + +@article{V._2016, + FILE = {pdfs/1612.00377.pdf}, + author = {Iulian V. Serban and Alexander G. Ororbia II and Joelle Pineau and Aaron Courville}, + journal = {arxiv:1612.00377}, + link = {http://arxiv.org/abs/1612.00377v4}, + title = {Piecewise Latent Variables for Neural Variational Text Processing}, + year = {2016} +} + +@article{van_2017, + FILE = {pdfs/1705.08153.pdf}, + author = {Jos van der Westhuizen and Joan Lasenby}, + journal = {arxiv:1705.08153}, + link = {http://arxiv.org/abs/1705.08153v2}, + title = {What does an LSTM look for in classifying heartbeats?}, + year = {2017} +} + +@article{van_2017a, + FILE = {pdfs/1704.04198.pdf}, + author = {Emiel van Miltenburg and Desmond Elliott}, + journal = {arxiv:1704.04198}, + link = {http://arxiv.org/abs/1704.04198v1}, + title = {Room for improvement in automatic image description: an error analysis}, + year = {2017} +} + +@article{Vaswani_2017, + FILE = {pdfs/1706.03762.pdf}, + author = {Ashish Vaswani and Noam Shazeer and Niki Parmar and Jakob Uszkoreit and Llion Jones and Aidan N. Gomez and Lukasz Kaiser and Illia Polosukhin}, + journal = {arxiv:1706.03762}, + link = {http://arxiv.org/abs/1706.03762v5}, + title = {Attention Is All You Need}, + year = {2017} +} + +@article{Venugopalan_2016, + FILE = {pdfs/1606.07770.pdf}, + author = {Subhashini Venugopalan and Lisa Anne Hendricks and Marcus Rohrbach and Raymond Mooney and Trevor Darrell and Kate Saenko}, + journal = {arxiv:1606.07770}, + link = {http://arxiv.org/abs/1606.07770v3}, + title = {Captioning Images with Diverse Objects}, + year = {2016} +} + +@article{Venugopalan_2016a, + FILE = {pdfs/1604.01729.pdf}, + author = {Subhashini Venugopalan and Lisa Anne Hendricks and Raymond Mooney and Kate Saenko}, + journal = {arxiv:1604.01729}, + link = {http://arxiv.org/abs/1604.01729v2}, + title = {Improving LSTM-based Video Description with Linguistic Knowledge Mined +from Text}, + year = {2016} +} + +@article{Vinyals_2015, + FILE = {pdfs/1506.03134.pdf}, + author = {Oriol Vinyals and Meire Fortunato and Navdeep Jaitly}, + journal = {arxiv:1506.03134}, + link = {http://arxiv.org/abs/1506.03134v2}, + title = {Pointer Networks}, + year = {2015} +} + +@article{Wang_2017, + FILE = {pdfs/1712.00170.pdf}, + author = {Heng Wang and Zengchang Qin and Tao Wan}, + journal = {arxiv:1712.00170}, + link = {http://arxiv.org/abs/1712.00170v1}, + title = {Text Generation Based on Generative Adversarial Nets with Latent +Variable}, + year = {2017} +} + +@article{Wang_2017a, + FILE = {pdfs/1711.07068.pdf}, + author = {Liwei Wang and Alexander G. Schwing and Svetlana Lazebnik}, + journal = {arxiv:1711.07068}, + link = {http://arxiv.org/abs/1711.07068v1}, + title = {Diverse and Accurate Image Description Using a Variational Auto-Encoder +with an Additive Gaussian Encoding Space}, + year = {2017} +} + +@article{Wiseman_2016, + FILE = {pdfs/1606.02960.pdf}, + author = {Sam Wiseman and Alexander M. Rush}, + journal = {arxiv:1606.02960}, + link = {http://arxiv.org/abs/1606.02960v2}, + title = {Sequence-to-Sequence Learning as Beam-Search Optimization}, + year = {2016} +} + +@article{Wu_2016, + FILE = {pdfs/1603.02814.pdf}, + author = {Qi Wu and Chunhua Shen and Anton van den Hengel and Peng Wang and Anthony Dick}, + journal = {arxiv:1603.02814}, + link = {http://arxiv.org/abs/1603.02814v2}, + title = {Image Captioning and Visual Question Answering Based on Attributes and +External Knowledge}, + year = {2016} +} + +@article{Wu_2016a, + FILE = {pdfs/1606.06630.pdf}, + author = {Yuhuai Wu and Saizheng Zhang and Ying Zhang and Yoshua Bengio and Ruslan Salakhutdinov}, + journal = {arxiv:1606.06630}, + link = {http://arxiv.org/abs/1606.06630v2}, + title = {On Multiplicative Integration with Recurrent Neural Networks}, + year = {2016} +} + +@article{Wu_2017, + FILE = {pdfs/1706.02609.pdf}, + author = {Yujie Wu and Lei Deng and Guoqi Li and Jun Zhu and Luping Shi}, + journal = {arxiv:1706.02609}, + link = {http://arxiv.org/abs/1706.02609v3}, + title = {Spatio-Temporal Backpropagation for Training High-performance Spiking +Neural Networks}, + year = {2017} +} + +@article{Wu_2017a, + FILE = {pdfs/1704.06933.pdf}, + author = {Lijun Wu and Yingce Xia and Li Zhao and Fei Tian and Tao Qin and Jianhuang Lai and Tie-Yan Liu}, + journal = {arxiv:1704.06933}, + link = {http://arxiv.org/abs/1704.06933v3}, + title = {Adversarial Neural Machine Translation}, + year = {2017} +} + +@article{Xie_2017, + FILE = {pdfs/1712.06682.pdf}, + author = {Jason Xie and Tingwen Bao}, + journal = {arxiv:1712.06682}, + link = {http://arxiv.org/abs/1712.06682v1}, + title = {Synthesizing Novel Pairs of Image and Text}, + year = {2017} +} + +@article{Xie_2017a, + FILE = {pdfs/1711.09534.pdf}, + author = {Ziang Xie}, + journal = {arxiv:1711.09534}, + link = {http://arxiv.org/abs/1711.09534v1}, + title = {Neural Text Generation: A Practical Guide}, + year = {2017} +} + +@article{Xie_2017b, + FILE = {pdfs/1703.02573.pdf}, + author = {Ziang Xie and Sida I. Wang and Jiwei Li and Daniel Lévy and Aiming Nie and Dan Jurafsky and Andrew Y. Ng}, + journal = {arxiv:1703.02573}, + link = {http://arxiv.org/abs/1703.02573v1}, + title = {Data Noising as Smoothing in Neural Network Language Models}, + year = {2017} +} + +@article{Xiong_2016, + FILE = {pdfs/1611.01604.pdf}, + author = {Caiming Xiong and Victor Zhong and Richard Socher}, + journal = {arxiv:1611.01604}, + link = {http://arxiv.org/abs/1611.01604v3}, + title = {Dynamic Coattention Networks For Question Answering}, + year = {2016} +} + +@article{Xu_2017, + FILE = {pdfs/1711.10485.pdf}, + author = {Tao Xu and Pengchuan Zhang and Qiuyuan Huang and Han Zhang and Zhe Gan and Xiaolei Huang and Xiaodong He}, + journal = {arxiv:1711.10485}, + link = {http://arxiv.org/abs/1711.10485v1}, + title = {AttnGAN: Fine-Grained Text to Image Generation with Attentional +Generative Adversarial Networks}, + year = {2017} +} + +@article{Yang_2016, + FILE = {pdfs/1611.01724.pdf}, + author = {Zhilin Yang and Bhuwan Dhingra and Ye Yuan and Junjie Hu and William W. Cohen and Ruslan Salakhutdinov}, + journal = {arxiv:1611.01724}, + link = {http://arxiv.org/abs/1611.01724v2}, + title = {Words or Characters? Fine-grained Gating for Reading Comprehension}, + year = {2016} +} + +@article{Yang_2016a, + FILE = {pdfs/1611.06949.pdf}, + author = {Linjie Yang and Kevin Tang and Jianchao Yang and Li-Jia Li}, + journal = {arxiv:1611.06949}, + link = {http://arxiv.org/abs/1611.06949v2}, + title = {Dense Captioning with Joint Inference and Visual Context}, + year = {2016} +} + +@article{Yang_2016b, + FILE = {pdfs/1605.07912.pdf}, + author = {Zhilin Yang and Ye Yuan and Yuexin Wu and Ruslan Salakhutdinov and William W. Cohen}, + journal = {arxiv:1605.07912}, + link = {http://arxiv.org/abs/1605.07912v4}, + title = {Review Networks for Caption Generation}, + year = {2016} +} + +@article{Yang_2017, + FILE = {pdfs/1703.04887.pdf}, + author = {Zhen Yang and Wei Chen and Feng Wang and Bo Xu}, + journal = {arxiv:1703.04887}, + link = {http://arxiv.org/abs/1703.04887v3}, + title = {Improving Neural Machine Translation with Conditional Sequence +Generative Adversarial Nets}, + year = {2017} +} + +@article{Yang_2017a, + FILE = {pdfs/1702.08139.pdf}, + author = {Zichao Yang and Zhiting Hu and Ruslan Salakhutdinov and Taylor Berg-Kirkpatrick}, + journal = {arxiv:1702.08139}, + link = {http://arxiv.org/abs/1702.08139v2}, + title = {Improved Variational Autoencoders for Text Modeling using Dilated +Convolutions}, + year = {2017} +} + +@article{Yao_2016, + FILE = {pdfs/1611.01646.pdf}, + author = {Ting Yao and Yingwei Pan and Yehao Li and Zhaofan Qiu and Tao Mei}, + journal = {arxiv:1611.01646}, + link = {http://arxiv.org/abs/1611.01646v1}, + title = {Boosting Image Captioning with Attributes}, + year = {2016} +} + +@article{Yao_2017, + FILE = {pdfs/1708.05271.pdf}, + author = {Ting Yao and Yingwei Pan and Yehao Li and Tao Mei}, + journal = {arxiv:1708.05271}, + link = {http://arxiv.org/abs/1708.05271v1}, + title = {Incorporating Copying Mechanism in Image Captioning for Learning Novel +Objects}, + year = {2017} +} + +@article{You_2018, + FILE = {pdfs/1801.10121.pdf}, + author = {Quanzeng You and Hailin Jin and Jiebo Luo}, + journal = {arxiv:1801.10121}, + link = {http://arxiv.org/abs/1801.10121v1}, + title = {Image Captioning at Will: A Versatile Scheme for Effectively Injecting +Sentiments into Image Descriptions}, + year = {2018} +} + +@article{Yu_2017, + FILE = {pdfs/1707.06029.pdf}, + author = {Youngjae Yu and Jongwook Choi and Yeonhwa Kim and Kyung Yoo and Sang-Hun Lee and Gunhee Kim}, + journal = {arxiv:1707.06029}, + link = {http://arxiv.org/abs/1707.06029v1}, + title = {Supervising Neural Attention Models for Video Captioning by Human Gaze +Data}, + year = {2017} +} + +@article{Zhang_2016, + FILE = {pdfs/1612.03242.pdf}, + author = {Han Zhang and Tao Xu and Hongsheng Li and Shaoting Zhang and Xiaogang Wang and Xiaolei Huang and Dimitris Metaxas}, + journal = {arxiv:1612.03242}, + link = {http://arxiv.org/abs/1612.03242v2}, + title = {StackGAN: Text to Photo-realistic Image Synthesis with Stacked +Generative Adversarial Networks}, + year = {2016} +} + +@article{Zhang_2017, + FILE = {pdfs/1712.01892.pdf}, + author = {Hanwang Zhang and Yulei Niu and Shih-Fu Chang}, + journal = {arxiv:1712.01892}, + link = {http://arxiv.org/abs/1712.01892v1}, + title = {Grounding Referring Expressions in Images by Variational Context}, + year = {2017} +} + +@article{Zhang_2017a, + FILE = {pdfs/1706.09601.pdf}, + author = {Li Zhang and Flood Sung and Feng Liu and Tao Xiang and Shaogang Gong and Yongxin Yang and Timothy M. Hospedales}, + journal = {arxiv:1706.09601}, + link = {http://arxiv.org/abs/1706.09601v2}, + title = {Actor-Critic Sequence Training for Image Captioning}, + year = {2017} +} + +@article{Zhang_2017b, + FILE = {pdfs/1706.03850.pdf}, + author = {Yizhe Zhang and Zhe Gan and Kai Fan and Zhi Chen and Ricardo Henao and Dinghan Shen and Lawrence Carin}, + journal = {arxiv:1706.03850}, + link = {http://arxiv.org/abs/1706.03850v3}, + title = {Adversarial Feature Matching for Text Generation}, + year = {2017} +} + +@article{Zhang_2017c, + FILE = {pdfs/1704.03944.pdf}, + author = {Yuting Zhang and Luyao Yuan and Yijie Guo and Zhiyuan He and I-An Huang and Honglak Lee}, + journal = {arxiv:1704.03944}, + link = {http://arxiv.org/abs/1704.03944v2}, + title = {Discriminative Bimodal Networks for Visual Localization and Detection +with Natural Language Queries}, + year = {2017} +} + +@article{Zheng_2017, + FILE = {pdfs/1711.09502.pdf}, + author = {Zaixiang Zheng and Hao Zhou and Shujian Huang and Lili Mou and Xinyu Dai and Jiajun Chen and Zhaopeng Tu}, + journal = {arxiv:1711.09502}, + link = {http://arxiv.org/abs/1711.09502v2}, + title = {Modeling Past and Future for Neural Machine Translation}, + year = {2017} +} + +@article{Zheng_2017a, + FILE = {pdfs/1711.07758.pdf}, + author = {Guanhua Zheng and Jitao Sang and Changsheng Xu}, + journal = {arxiv:1711.07758}, + link = {http://arxiv.org/abs/1711.07758v1}, + title = {Understanding Deep Learning Generalization by Maximum Entropy}, + year = {2017} +} + +@article{Zhong_2017, + FILE = {pdfs/1709.00103.pdf}, + author = {Victor Zhong and Caiming Xiong and Richard Socher}, + journal = {arxiv:1709.00103}, + link = {http://arxiv.org/abs/1709.00103v7}, + title = {Seq2SQL: Generating Structured Queries from Natural Language using +Reinforcement Learning}, + year = {2017} +} + +@article{Zhou_2016, + FILE = {pdfs/1606.04621.pdf}, + author = {Luowei Zhou and Chenliang Xu and Parker Koch and Jason J. Corso}, + journal = {arxiv:1606.04621}, + link = {http://arxiv.org/abs/1606.04621v3}, + title = {Watch What You Just Said: Image Captioning with Text-Conditional +Attention}, + year = {2016} +} + +@article{Zhu_2017, + FILE = {pdfs/1703.10593.pdf}, + author = {Jun-Yan Zhu and Taesung Park and Phillip Isola and Alexei A. Efros}, + journal = {arxiv:1703.10593}, + link = {http://arxiv.org/abs/1703.10593v4}, + title = {Unpaired Image-to-Image Translation using Cycle-Consistent Adversarial +Networks}, + year = {2017} +} + +@article{Zhu_2017a, + FILE = {pdfs/1711.11586.pdf}, + author = {Jun-Yan Zhu and Richard Zhang and Deepak Pathak and Trevor Darrell and Alexei A. Efros and Oliver Wang and Eli Shechtman}, + journal = {arxiv:1711.11586}, + link = {http://arxiv.org/abs/1711.11586v2}, + title = {Toward Multimodal Image-to-Image Translation}, + year = {2017} +} + +@article{Zolna_2017, + FILE = {pdfs/1711.00066.pdf}, + author = {Konrad Zolna and Devansh Arpit and Dendi Suhubdy and Yoshua Bengio}, + journal = {arxiv:1711.00066}, + link = {http://arxiv.org/abs/1711.00066v3}, + title = {Fraternal Dropout}, + year = {2017} +} + diff --git a/arxiv-sanity/c b/arxiv-sanity/c new file mode 100644 index 0000000..5b130f9 --- /dev/null +++ b/arxiv-sanity/c @@ -0,0 +1,6 @@ +[papers] +dir = ~/Documents/papers + +[settings] +default-library = papers + diff --git a/arxiv-sanity/getbib.py b/arxiv-sanity/getbib.py index ceba15c..5310c4e 100644 --- a/arxiv-sanity/getbib.py +++ b/arxiv-sanity/getbib.py @@ -37,7 +37,16 @@ def main(args): print(bib) bibjs = bibtexparser.loads(bib).entries[0] bibjs['FILE'] = "pdfs/%s.pdf" % identifier - citekey = '%s_%s' % (bibjs['year'], bibjs['author'].split()[1]) + subprocess.call("papis add ../%s --author \'%s\' --title \'%s\'" % (bibjs['FILE'], + bibjs['author'], + bibjs['title']), + shell=True) + author = bibjs['author'].split() + try: + author = author[:author.index('and')][-1] + except: + author = author[-1] + citekey = '%s_%s' % (bibjs['author'].split()[1], bibjs['year']) alph = 'abcefghi' i = 0 _citekey = citekey diff --git a/refs.bib b/refs.bib index 900cbfa..f05fc51 100644 --- a/refs.bib +++ b/refs.bib @@ -1,1872 +1,1824 @@ -@article{2015_Devon, - FILE = {pdfs/1511.06382.pdf}, - author = {R Devon Hjelm and Kyunghyun Cho and Junyoung Chung and Russ Salakhutdinov and Vince Calhoun and Nebojsa Jojic}, - journal = {arxiv:1511.06382}, - link = {http://arxiv.org/abs/1511.06382v6}, - title = {Iterative Refinement of the Approximate Posterior for Directed Belief -Networks}, - year = {2015} -} - -@article{2015_Vinyals, - FILE = {pdfs/1506.03134.pdf}, - author = {Oriol Vinyals and Meire Fortunato and Navdeep Jaitly}, - journal = {arxiv:1506.03134}, - link = {http://arxiv.org/abs/1506.03134v2}, - title = {Pointer Networks}, - year = {2015} -} - -@article{2016_Anderson, - FILE = {pdfs/1612.00576.pdf}, - author = {Peter Anderson and Basura Fernando and Mark Johnson and Stephen Gould}, - journal = {arxiv:1612.00576}, - link = {http://arxiv.org/abs/1612.00576v2}, - title = {Guided Open Vocabulary Image Captioning with Constrained Beam Search}, - year = {2016} -} - -@article{2016_Bahdanau, - FILE = {pdfs/1607.07086.pdf}, - author = {Dzmitry Bahdanau and Philemon Brakel and Kelvin Xu and Anirudh Goyal and Ryan Lowe and Joelle Pineau and Aaron Courville and Yoshua Bengio}, - journal = {arxiv:1607.07086}, - link = {http://arxiv.org/abs/1607.07086v3}, - title = {An Actor-Critic Algorithm for Sequence Prediction}, - year = {2016} -} - -@article{2016_Bernardi, - FILE = {pdfs/1601.03896.pdf}, - author = {Raffaella Bernardi and Ruket Cakici and Desmond Elliott and Aykut Erdem and Erkut Erdem and Nazli Ikizler-Cinbis and Frank Keller and Adrian Muscat and Barbara Plank}, - journal = {arxiv:1601.03896}, - link = {http://arxiv.org/abs/1601.03896v2}, - title = {Automatic Description Generation from Images: A Survey of Models, Datasets, and Evaluation Measures}, - year = {2016} -} - -@article{2016_Bradbury, - FILE = {pdfs/1611.01576.pdf}, - author = {James Bradbury and Stephen Merity and Caiming Xiong and Richard Socher}, - journal = {arxiv:1611.01576}, - link = {http://arxiv.org/abs/1611.01576v2}, - title = {Quasi-Recurrent Neural Networks}, - year = {2016} -} - -@article{2016_Chen, - FILE = {pdfs/1611.05321.pdf}, - author = {Wenhu Chen and Aurelien Lucchi and Thomas Hofmann}, - journal = {arxiv:1611.05321}, - link = {http://arxiv.org/abs/1611.05321v3}, - title = {A Semi-supervised Framework for Image Captioning}, - year = {2016} -} - -@article{2016_Chena, - FILE = {pdfs/1611.05594.pdf}, - author = {Long Chen and Hanwang Zhang and Jun Xiao and Liqiang Nie and Jian Shao and Wei Liu and Tat-Seng Chua}, - journal = {arxiv:1611.05594}, - link = {http://arxiv.org/abs/1611.05594v2}, - title = {SCA-CNN: Spatial and Channel-wise Attention in Convolutional Networks -for Image Captioning}, - year = {2016} -} - -@article{2016_Collins, - FILE = {pdfs/1611.09913.pdf}, - author = {Jasmine Collins and Jascha Sohl-Dickstein and David Sussillo}, - journal = {arxiv:1611.09913}, - link = {http://arxiv.org/abs/1611.09913v3}, - title = {Capacity and Trainability in Recurrent Neural Networks}, - year = {2016} -} - -@article{2016_Das, - FILE = {pdfs/1611.08669.pdf}, - author = {Abhishek Das and Satwik Kottur and Khushi Gupta and Avi Singh and Deshraj Yadav and José M. F. Moura and Devi Parikh and Dhruv Batra}, - journal = {arxiv:1611.08669}, - link = {http://arxiv.org/abs/1611.08669v5}, - title = {Visual Dialog}, - year = {2016} -} - -@article{2016_Ding, - FILE = {pdfs/1612.07833.pdf}, - author = {Nan Ding and Sebastian Goodman and Fei Sha and Radu Soricut}, - journal = {arxiv:1612.07833}, - link = {http://arxiv.org/abs/1612.07833v1}, - title = {Understanding Image and Text Simultaneously: a Dual Vision-Language -Machine Comprehension Task}, - year = {2016} -} - -@article{2016_Donahue, - FILE = {pdfs/1605.09782.pdf}, - author = {Jeff Donahue and Philipp Krähenbühl and Trevor Darrell}, - journal = {arxiv:1605.09782}, - link = {http://arxiv.org/abs/1605.09782v7}, - title = {Adversarial Feature Learning}, - year = {2016} -} - -@article{2016_Gan, - FILE = {pdfs/1611.08002.pdf}, - author = {Zhe Gan and Chuang Gan and Xiaodong He and Yunchen Pu and Kenneth Tran and Jianfeng Gao and Lawrence Carin and Li Deng}, - journal = {arxiv:1611.08002}, - link = {http://arxiv.org/abs/1611.08002v2}, - title = {Semantic Compositional Networks for Visual Captioning}, - year = {2016} -} - -@article{2016_Gehring, - FILE = {pdfs/1611.02344.pdf}, - author = {Jonas Gehring and Michael Auli and David Grangier and Yann N. Dauphin}, - journal = {arxiv:1611.02344}, - link = {http://arxiv.org/abs/1611.02344v3}, - title = {A Convolutional Encoder Model for Neural Machine Translation}, - year = {2016} -} - -@article{2016_Gu, - FILE = {pdfs/1612.07086.pdf}, - author = {Jiuxiang Gu and Gang Wang and Jianfei Cai and Tsuhan Chen}, - journal = {arxiv:1612.07086}, - link = {http://arxiv.org/abs/1612.07086v3}, - title = {An Empirical Study of Language CNN for Image Captioning}, - year = {2016} -} - -@article{2016_Hashimoto, - FILE = {pdfs/1611.01587.pdf}, - author = {Kazuma Hashimoto and Caiming Xiong and Yoshimasa Tsuruoka and Richard Socher}, - journal = {arxiv:1611.01587}, - link = {http://arxiv.org/abs/1611.01587v5}, - title = {A Joint Many-Task Model: Growing a Neural Network for Multiple NLP Tasks}, - year = {2016} -} - -@article{2016_Huang, - FILE = {pdfs/1608.06993.pdf}, - author = {Gao Huang and Zhuang Liu and Laurens van der Maaten and Kilian Q. Weinberger}, - journal = {arxiv:1608.06993}, - link = {http://arxiv.org/abs/1608.06993v5}, - title = {Densely Connected Convolutional Networks}, - year = {2016} -} - -@article{2016_J., - FILE = {pdfs/1612.00563.pdf}, - author = {Steven J. Rennie and Etienne Marcheret and Youssef Mroueh and Jarret Ross and Vaibhava Goel}, - journal = {arxiv:1612.00563}, - link = {http://arxiv.org/abs/1612.00563v2}, - title = {Self-critical Sequence Training for Image Captioning}, - year = {2016} -} - -@article{2016_Jaques, - FILE = {pdfs/1611.02796.pdf}, - author = {Natasha Jaques and Shixiang Gu and Dzmitry Bahdanau and José Miguel Hernández-Lobato and Richard E. Turner and Douglas Eck}, - journal = {arxiv:1611.02796}, - link = {http://arxiv.org/abs/1611.02796v9}, - title = {Sequence Tutor: Conservative Fine-Tuning of Sequence Generation Models -with KL-control}, - year = {2016} -} - -@article{2016_Krause, - FILE = {pdfs/1611.06607.pdf}, - author = {Jonathan Krause and Justin Johnson and Ranjay Krishna and Li Fei-Fei}, - journal = {arxiv:1611.06607}, - link = {http://arxiv.org/abs/1611.06607v2}, - title = {A Hierarchical Approach for Generating Descriptive Image Paragraphs}, - year = {2016} -} - -@article{2016_Lapin, - FILE = {pdfs/1612.03663.pdf}, - author = {Maksim Lapin and Matthias Hein and Bernt Schiele}, - journal = {arxiv:1612.03663}, - link = {http://arxiv.org/abs/1612.03663v1}, - title = {Analysis and Optimization of Loss Functions for Multiclass, Top-k, and -Multilabel Classification}, - year = {2016} -} - -@article{2016_Liu, - FILE = {pdfs/1612.00370.pdf}, - author = {Siqi Liu and Zhenhai Zhu and Ning Ye and Sergio Guadarrama and Kevin Murphy}, - journal = {arxiv:1612.00370}, - link = {http://arxiv.org/abs/1612.00370v3}, - title = {Improved Image Captioning via Policy Gradient optimization of SPIDEr}, - year = {2016} -} - -@incollection{2016_Liua, - FILE = {pdfs/1512.02325.pdf}, - author = {Wei Liu and Dragomir Anguelov and Dumitru Erhan and Christian Szegedy and Scott Reed and Cheng-Yang Fu and Alexander C. Berg}, - booktitle = {Computer Vision {\textendash} {ECCV} 2016}, - doi = {10.1007/978-3-319-46448-0_2}, - link = {https://doi.org/10.1007%2F978-3-319-46448-0_2}, - pages = {21--37}, - publisher = {Springer International Publishing}, - title = {{SSD}: Single Shot {MultiBox} Detector}, - year = {2016} -} - -@article{2016_Liub, - FILE = {pdfs/1612.04949.pdf}, - author = {Hao Liu and Yang Yang and Fumin Shen and Lixin Duan and Heng Tao Shen}, - journal = {arxiv:1612.04949}, - link = {http://arxiv.org/abs/1612.04949v1}, - title = {Recurrent Image Captioner: Describing Images with Spatial-Invariant -Transformation and Attention Filtering}, - year = {2016} -} - -@article{2016_Liuc, - FILE = {pdfs/1605.09553.pdf}, - author = {Chenxi Liu and Junhua Mao and Fei Sha and Alan Yuille}, - journal = {arxiv:1605.09553}, - link = {http://arxiv.org/abs/1605.09553v2}, - title = {Attention Correctness in Neural Image Captioning}, - year = {2016} -} - -@article{2016_Longpre, - FILE = {pdfs/1611.05104.pdf}, - author = {Shayne Longpre and Sabeek Pradhan and Caiming Xiong and Richard Socher}, - journal = {arxiv:1611.05104}, - link = {http://arxiv.org/abs/1611.05104v2}, - title = {A Way out of the Odyssey: Analyzing and Combining Recent Insights for -LSTMs}, - year = {2016} -} - -@article{2016_Lu, - FILE = {pdfs/1612.01887.pdf}, - author = {Jiasen Lu and Caiming Xiong and Devi Parikh and Richard Socher}, - journal = {arxiv:1612.01887}, - link = {http://arxiv.org/abs/1612.01887v2}, - title = {Knowing When to Look: Adaptive Attention via A Visual Sentinel for Image -Captioning}, - year = {2016} -} - -@article{2016_Makarenkov, - FILE = {pdfs/1610.03759.pdf}, - author = {Victor Makarenkov and Bracha Shapira and Lior Rokach}, - journal = {arxiv:1610.03759}, - link = {http://arxiv.org/abs/1610.03759v2}, - title = {Language Models with Pre-Trained (GloVe) Word Embeddings}, - year = {2016} -} - -@article{2016_Mun, - FILE = {pdfs/1612.03557.pdf}, - author = {Jonghwan Mun and Minsu Cho and Bohyung Han}, - journal = {arxiv:1612.03557}, - link = {http://arxiv.org/abs/1612.03557v1}, - title = {Text-guided Attention Model for Image Captioning}, - year = {2016} -} - -@article{2016_N., - FILE = {pdfs/1612.08083.pdf}, - author = {Yann N. 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Moura and Devi Parikh and Dhruv Batra}, + title = {Visual Dialog}, + journal = {arxiv:1611.08669}, + year = {2016}, + file = {pdfs/1611.08669.pdf}, + link = {http://arxiv.org/abs/1611.08669v5}, +} + +@Article{Ding2016, + author = {Nan Ding and Sebastian Goodman and Fei Sha and Radu Soricut}, + title = {Understanding Image and Text Simultaneously: a Dual Vision-Language Machine Comprehension Task}, + journal = {arxiv:1612.07833}, + year = {2016}, + file = {pdfs/1612.07833.pdf}, + link = {http://arxiv.org/abs/1612.07833v1}, +} + +@Article{Donahue2016, + author = {Jeff Donahue and Philipp Krähenbühl and Trevor Darrell}, + title = {Adversarial Feature Learning}, + journal = {arxiv:1605.09782}, + year = {2016}, + file = {pdfs/1605.09782.pdf}, + link = {http://arxiv.org/abs/1605.09782v7}, +} + +@Article{Gan2016, + author = {Zhe Gan and Chuang Gan and Xiaodong He and Yunchen Pu and Kenneth Tran and Jianfeng Gao and Lawrence Carin and Li Deng}, + title = {Semantic Compositional Networks for Visual Captioning}, + journal = {arxiv:1611.08002}, + year = {2016}, + file = {pdfs/1611.08002.pdf}, + link = {http://arxiv.org/abs/1611.08002v2}, +} + +@Article{Gehring2016, + author = {Jonas Gehring and Michael Auli and David Grangier and Yann N. Dauphin}, + title = {A Convolutional Encoder Model for Neural Machine Translation}, + journal = {arxiv:1611.02344}, + year = {2016}, + file = {pdfs/1611.02344.pdf}, + link = {http://arxiv.org/abs/1611.02344v3}, +} + +@Article{Gu2016, + author = {Jiuxiang Gu and Gang Wang and Jianfei Cai and Tsuhan Chen}, + title = {An Empirical Study of Language CNN for Image Captioning}, + journal = {arxiv:1612.07086}, + year = {2016}, + file = {pdfs/1612.07086.pdf}, + link = {http://arxiv.org/abs/1612.07086v3}, +} + +@Article{Hashimoto2016, + author = {Kazuma Hashimoto and Caiming Xiong and Yoshimasa Tsuruoka and Richard Socher}, + title = {A Joint Many-Task Model: Growing a Neural Network for Multiple NLP Tasks}, + journal = {arxiv:1611.01587}, + year = {2016}, + file = {pdfs/1611.01587.pdf}, + link = {http://arxiv.org/abs/1611.01587v5}, +} + +@Article{Huang2016, + author = {Gao Huang and Zhuang Liu and Laurens van der Maaten and Kilian Q. Weinberger}, + title = {Densely Connected Convolutional Networks}, + journal = {arxiv:1608.06993}, + year = {2016}, + file = {pdfs/1608.06993.pdf}, + link = {http://arxiv.org/abs/1608.06993v5}, +} + +@Article{Rennie2016, + author = {Steven J. Rennie and Etienne Marcheret and Youssef Mroueh and Jarret Ross and Vaibhava Goel}, + title = {Self-critical Sequence Training for Image Captioning}, + journal = {arxiv:1612.00563}, + year = {2016}, + file = {pdfs/1612.00563.pdf}, + link = {http://arxiv.org/abs/1612.00563v2}, +} + +@Article{Jaques2016, + author = {Natasha Jaques and Shixiang Gu and Dzmitry Bahdanau and José Miguel Hernández-Lobato and Richard E. Turner and Douglas Eck}, + title = {Sequence Tutor: Conservative Fine-Tuning of Sequence Generation Models with KL-control}, + journal = {arxiv:1611.02796}, + year = {2016}, + file = {pdfs/1611.02796.pdf}, + link = {http://arxiv.org/abs/1611.02796v9}, +} + +@Article{Krause2016, + author = {Jonathan Krause and Justin Johnson and Ranjay Krishna and Li Fei-Fei}, + title = {A Hierarchical Approach for Generating Descriptive Image Paragraphs}, + journal = {arxiv:1611.06607}, + year = {2016}, + file = {pdfs/1611.06607.pdf}, + link = {http://arxiv.org/abs/1611.06607v2}, +} + +@Article{Lapin2016, + author = {Maksim Lapin and Matthias Hein and Bernt Schiele}, + title = {Analysis and Optimization of Loss Functions for Multiclass, Top-k, and Multilabel Classification}, + journal = {arxiv:1612.03663}, + year = {2016}, + file = {pdfs/1612.03663.pdf}, + link = {http://arxiv.org/abs/1612.03663v1}, +} + +@Article{Liu2016a, + author = {Siqi Liu and Zhenhai Zhu and Ning Ye and Sergio Guadarrama and Kevin Murphy}, + title = {Improved Image Captioning via Policy Gradient optimization of SPIDEr}, + journal = {arxiv:1612.00370}, + year = {2016}, + file = {pdfs/1612.00370.pdf}, + link = {http://arxiv.org/abs/1612.00370v3}, +} + +@InCollection{Liu2016c, + author = {Wei Liu and Dragomir Anguelov and Dumitru Erhan and Christian Szegedy and Scott Reed and Cheng-Yang Fu and Alexander C. Berg}, + title = {{SSD}: Single Shot {MultiBox} Detector}, + booktitle = {Computer Vision {\textendash} {ECCV} 2016}, + publisher = {Springer International Publishing}, + year = {2016}, + pages = {21--37}, + doi = {10.1007/978-3-319-46448-0_2}, + file = {pdfs/1512.02325.pdf}, + link = {https://doi.org/10.1007%2F978-3-319-46448-0_2}, +} + +@Article{Liu2016b, + author = {Hao Liu and Yang Yang and Fumin Shen and Lixin Duan and Heng Tao Shen}, + title = {Recurrent Image Captioner: Describing Images with Spatial-Invariant Transformation and Attention Filtering}, + journal = {arxiv:1612.04949}, + year = {2016}, + file = {pdfs/1612.04949.pdf}, + link = {http://arxiv.org/abs/1612.04949v1}, +} + +@Article{Liu2016, + author = {Chenxi Liu and Junhua Mao and Fei Sha and Alan Yuille}, + title = {Attention Correctness in Neural Image Captioning}, + journal = {arxiv:1605.09553}, + year = {2016}, + file = {pdfs/1605.09553.pdf}, + link = {http://arxiv.org/abs/1605.09553v2}, +} + +@Article{Longpre2016, + author = {Shayne Longpre and Sabeek Pradhan and Caiming Xiong and Richard Socher}, + title = {A Way out of the Odyssey: Analyzing and Combining Recent Insights for LSTMs}, + journal = {arxiv:1611.05104}, + year = {2016}, + file = {pdfs/1611.05104.pdf}, + link = {http://arxiv.org/abs/1611.05104v2}, +} + +@Article{Lu2016, + author = {Jiasen Lu and Caiming Xiong and Devi Parikh and Richard Socher}, + title = {Knowing When to Look: Adaptive Attention via A Visual Sentinel for Image Captioning}, + journal = {arxiv:1612.01887}, + year = {2016}, + file = {pdfs/1612.01887.pdf}, + link = {http://arxiv.org/abs/1612.01887v2}, +} + +@Article{Makarenkov2016, + author = {Victor Makarenkov and Bracha Shapira and Lior Rokach}, + title = {Language Models with Pre-Trained (GloVe) Word Embeddings}, + journal = {arxiv:1610.03759}, + year = {2016}, + file = {pdfs/1610.03759.pdf}, + link = {http://arxiv.org/abs/1610.03759v2}, +} + +@Article{Mun2016, + author = {Jonghwan Mun and Minsu Cho and Bohyung Han}, + title = {Text-guided Attention Model for Image Captioning}, + journal = {arxiv:1612.03557}, + year = {2016}, + file = {pdfs/1612.03557.pdf}, + link = {http://arxiv.org/abs/1612.03557v1}, +} + +@Article{Dauphin2016, + author = {Yann N. Dauphin and Angela Fan and Michael Auli and David Grangier}, + title = {Language Modeling with Gated Convolutional Networks}, + journal = {arxiv:1612.08083}, + year = {2016}, + file = {pdfs/1612.08083.pdf}, + link = {http://arxiv.org/abs/1612.08083v3}, +} + +@Article{Norouzi2016, + author = {Mohammad Norouzi and Samy Bengio and Zhifeng Chen and Navdeep Jaitly and Mike Schuster and Yonghui Wu and Dale Schuurmans}, + title = {Reward Augmented Maximum Likelihood for Neural Structured Prediction}, + journal = {arxiv:1609.00150}, + year = {2016}, + file = {pdfs/1609.00150.pdf}, + link = {http://arxiv.org/abs/1609.00150v3}, +} + +@Article{Pedersoli2016, + author = {Marco Pedersoli and Thomas Lucas and Cordelia Schmid and Jakob Verbeek}, + title = {Areas of Attention for Image Captioning}, + journal = {arxiv:1612.01033}, + year = {2016}, + file = {pdfs/1612.01033.pdf}, + link = {http://arxiv.org/abs/1612.01033v2}, +} + +@Article{Ramanishka2016, + author = {Vasili Ramanishka and Abir Das and Jianming Zhang and Kate Saenko}, + title = {Top-down Visual Saliency Guided by Captions}, + journal = {arxiv:1612.07360}, + year = {2016}, + file = {pdfs/1612.07360.pdf}, + link = {http://arxiv.org/abs/1612.07360v2}, +} + +@Article{Redmon2016, + author = {Joseph Redmon and Ali Farhadi}, + title = {YOLO9000: Better, Faster, Stronger}, + journal = {arxiv:1612.08242}, + year = {2016}, + file = {pdfs/1612.08242.pdf}, + link = {http://arxiv.org/abs/1612.08242v1}, +} + +@InCollection{Rohrbach2016, + author = {Anna Rohrbach and Marcus Rohrbach and Ronghang Hu and Trevor Darrell and Bernt Schiele}, + title = {Grounding of Textual Phrases in Images by Reconstruction}, + booktitle = {Computer Vision {\textendash} {ECCV} 2016}, + publisher = {Springer International Publishing}, + year = {2016}, + pages = {817--834}, + doi = {10.1007/978-3-319-46448-0_49}, + file = {pdfs/1511.03745.pdf}, + link = {https://doi.org/10.1007%2F978-3-319-46448-0_49}, +} + +@Article{Ruder2016, + author = {Sebastian Ruder}, + title = {An overview of gradient descent optimization algorithms}, + journal = {arxiv:1609.04747}, + year = {2016}, + file = {pdfs/1609.04747.pdf}, + link = {http://arxiv.org/abs/1609.04747v2}, +} + +@Article{Tokmakov2016a, + author = {Pavel Tokmakov and Karteek Alahari and Cordelia Schmid}, + title = {Weakly-Supervised Semantic Segmentation using Motion Cues}, + journal = {arxiv:1603.07188}, + year = {2016}, + file = {pdfs/1603.07188.pdf}, + link = {http://arxiv.org/abs/1603.07188v3}, +} + +@Article{Tokmakov2016, + author = {Pavel Tokmakov and Karteek Alahari and Cordelia Schmid}, + title = {Learning Motion Patterns in Videos}, + journal = {arxiv:1612.07217}, + year = {2016}, + file = {pdfs/1612.07217.pdf}, + link = {http://arxiv.org/abs/1612.07217v2}, +} + +@Article{Serban2016, + author = {Iulian V. Serban and Alexander G. Ororbia II and Joelle Pineau and Aaron Courville}, + title = {Piecewise Latent Variables for Neural Variational Text Processing}, + journal = {arxiv:1612.00377}, + year = {2016}, + file = {pdfs/1612.00377.pdf}, + link = {http://arxiv.org/abs/1612.00377v4}, +} + +@Article{Venugopalan2016, + author = {Subhashini Venugopalan and Lisa Anne Hendricks and Marcus Rohrbach and Raymond Mooney and Trevor Darrell and Kate Saenko}, + title = {Captioning Images with Diverse Objects}, + journal = {arxiv:1606.07770}, + year = {2016}, + file = {pdfs/1606.07770.pdf}, + link = {http://arxiv.org/abs/1606.07770v3}, +} + +@Article{Venugopalan2016a, + author = {Subhashini Venugopalan and Lisa Anne Hendricks and Raymond Mooney and Kate Saenko}, + title = {Improving LSTM-based Video Description with Linguistic Knowledge Mined from Text}, + journal = {arxiv:1604.01729}, + year = {2016}, + file = {pdfs/1604.01729.pdf}, + link = {http://arxiv.org/abs/1604.01729v2}, +} + +@Article{Wiseman2016, + author = {Sam Wiseman and Alexander M. Rush}, + title = {Sequence-to-Sequence Learning as Beam-Search Optimization}, + journal = {arxiv:1606.02960}, + year = {2016}, + file = {pdfs/1606.02960.pdf}, + link = {http://arxiv.org/abs/1606.02960v2}, +} + +@Article{Wu2016, + author = {Qi Wu and Chunhua Shen and Anton van den Hengel and Peng Wang and Anthony Dick}, + title = {Image Captioning and Visual Question Answering Based on Attributes and External Knowledge}, + journal = {arxiv:1603.02814}, + year = {2016}, + file = {pdfs/1603.02814.pdf}, + link = {http://arxiv.org/abs/1603.02814v2}, +} + +@Article{Wu2016a, + author = {Yuhuai Wu and Saizheng Zhang and Ying Zhang and Yoshua Bengio and Ruslan Salakhutdinov}, + title = {On Multiplicative Integration with Recurrent Neural Networks}, + journal = {arxiv:1606.06630}, + year = {2016}, + file = {pdfs/1606.06630.pdf}, + link = {http://arxiv.org/abs/1606.06630v2}, +} + +@Article{Xiong2016, + author = {Caiming Xiong and Victor Zhong and Richard Socher}, + title = {Dynamic Coattention Networks For Question Answering}, + journal = {arxiv:1611.01604}, + year = {2016}, + file = {pdfs/1611.01604.pdf}, + link = {http://arxiv.org/abs/1611.01604v3}, +} + +@Article{Yang2016b, + author = {Zhilin Yang and Bhuwan Dhingra and Ye Yuan and Junjie Hu and William W. Cohen and Ruslan Salakhutdinov}, + title = {Words or Characters? Fine-grained Gating for Reading Comprehension}, + journal = {arxiv:1611.01724}, + year = {2016}, + file = {pdfs/1611.01724.pdf}, + link = {http://arxiv.org/abs/1611.01724v2}, +} + +@Article{Yang2016, + author = {Linjie Yang and Kevin Tang and Jianchao Yang and Li-Jia Li}, + title = {Dense Captioning with Joint Inference and Visual Context}, + journal = {arxiv:1611.06949}, + year = {2016}, + file = {pdfs/1611.06949.pdf}, + link = {http://arxiv.org/abs/1611.06949v2}, +} + +@Article{Yang2016a, + author = {Zhilin Yang and Ye Yuan and Yuexin Wu and Ruslan Salakhutdinov and William W. Cohen}, + title = {Review Networks for Caption Generation}, + journal = {arxiv:1605.07912}, + year = {2016}, + file = {pdfs/1605.07912.pdf}, + link = {http://arxiv.org/abs/1605.07912v4}, +} + +@Article{Yao2016, + author = {Ting Yao and Yingwei Pan and Yehao Li and Zhaofan Qiu and Tao Mei}, + title = {Boosting Image Captioning with Attributes}, + journal = {arxiv:1611.01646}, + year = {2016}, + file = {pdfs/1611.01646.pdf}, + link = {http://arxiv.org/abs/1611.01646v1}, +} + +@Article{Zhang2016, + author = {Han Zhang and Tao Xu and Hongsheng Li and Shaoting Zhang and Xiaogang Wang and Xiaolei Huang and Dimitris Metaxas}, + title = {StackGAN: Text to Photo-realistic Image Synthesis with Stacked Generative Adversarial Networks}, + journal = {arxiv:1612.03242}, + year = {2016}, + file = {pdfs/1612.03242.pdf}, + link = {http://arxiv.org/abs/1612.03242v2}, +} + +@Article{Zhou2016, + author = {Luowei Zhou and Chenliang Xu and Parker Koch and Jason J. Corso}, + title = {Watch What You Just Said: Image Captioning with Text-Conditional Attention}, + journal = {arxiv:1606.04621}, + year = {2016}, + file = {pdfs/1606.04621.pdf}, + link = {http://arxiv.org/abs/1606.04621v3}, +} + +@Article{Plummer2017, + author = {Bryan A. Plummer and Paige Kordas and M. Hadi Kiapour and Shuai Zheng and Robinson Piramuthu and Svetlana Lazebnik}, + title = {Conditional Image-Text Embedding Networks}, + journal = {arxiv:1711.08389}, + year = {2017}, + file = {pdfs/1711.08389.pdf}, + link = {http://arxiv.org/abs/1711.08389v1}, +} + +@Article{Anderson2017, + author = {Peter Anderson and Xiaodong He and Chris Buehler and Damien Teney and Mark Johnson and Stephen Gould and Lei Zhang}, + title = {Bottom-Up and Top-Down Attention for Image Captioning and Visual Question Answering}, + journal = {arxiv:1707.07998}, + year = {2017}, + file = {pdfs/1707.07998.pdf}, + link = {http://arxiv.org/abs/1707.07998v2}, +} + +@Article{Aneja2017, + author = {Jyoti Aneja and Aditya Deshpande and Alexander Schwing}, + title = {Convolutional Image Captioning}, + journal = {arxiv:1711.09151}, + year = {2017}, + file = {pdfs/1711.09151.pdf}, + link = {http://arxiv.org/abs/1711.09151v1}, +} + +@Article{Arora2017, + author = {Sanjeev Arora and Yi Zhang}, + title = {Do GANs actually learn the distribution? An empirical study}, + journal = {arxiv:1706.08224}, + year = {2017}, + file = {pdfs/1706.08224.pdf}, + link = {http://arxiv.org/abs/1706.08224v2}, +} + +@Article{Oliva2017, + author = {Junier B. Oliva and Barnabas Poczos and Jeff Schneider}, + title = {The Statistical Recurrent Unit}, + journal = {arxiv:1703.00381}, + year = {2017}, + file = {pdfs/1703.00381.pdf}, + link = {http://arxiv.org/abs/1703.00381v1}, +} + +@Article{Bahdanau2017, + author = {Dzmitry Bahdanau and Tom Bosc and Stanisław Jastrzębski and Edward Grefenstette and Pascal Vincent and Yoshua Bengio}, + title = {Learning to Compute Word Embeddings On the Fly}, + journal = {arxiv:1706.00286}, + year = {2017}, + file = {pdfs/1706.00286.pdf}, + link = {http://arxiv.org/abs/1706.00286v2}, +} + +@Article{Bahuleyan2017, + author = {Hareesh Bahuleyan and Lili Mou and Olga Vechtomova and Pascal Poupart}, + title = {Variational Attention for Sequence-to-Sequence Models}, + journal = {arxiv:1712.08207}, + year = {2017}, + file = {pdfs/1712.08207.pdf}, + link = {http://arxiv.org/abs/1712.08207v1}, +} + +@Article{Bojanowski2017, + author = {Piotr Bojanowski and Armand Joulin and David Lopez-Paz and Arthur Szlam}, + title = {Optimizing the Latent Space of Generative Networks}, + journal = {arxiv:1707.05776}, + year = {2017}, + file = {pdfs/1707.05776.pdf}, + link = {http://arxiv.org/abs/1707.05776v1}, +} + +@Article{Brarda2017, + author = {Sebastian Brarda and Philip Yeres and Samuel R. Bowman}, + title = {Sequential Attention: A Context-Aware Alignment Function for Machine Reading}, + journal = {arxiv:1705.02269}, + year = {2017}, + file = {pdfs/1705.02269.pdf}, + link = {http://arxiv.org/abs/1705.02269v2}, +} + +@Article{Britz2017, + author = {Denny Britz and Anna Goldie and Minh-Thang Luong and Quoc Le}, + title = {Massive Exploration of Neural Machine Translation Architectures}, + journal = {arxiv:1703.03906}, + year = {2017}, + file = {pdfs/1703.03906.pdf}, + link = {http://arxiv.org/abs/1703.03906v2}, +} + +@InProceedings{Fong2017, + author = {Ruth C. Fong and Andrea Vedaldi}, + title = {Interpretable Explanations of Black Boxes by Meaningful Perturbation}, + booktitle = {2017 {IEEE} International Conference on Computer Vision ({ICCV})}, + year = {2017}, + month = {oct}, + publisher = {IEEE}, + doi = {10.1109/iccv.2017.371}, + file = {pdfs/1704.03296.pdf}, + link = {https://doi.org/10.1109%2Ficcv.2017.371}, +} + +@Article{Caglayan2017, + author = {Ozan Caglayan and Walid Aransa and Adrien Bardet and Mercedes García-Martínez and Fethi Bougares and Loïc Barrault and Marc Masana and Luis Herranz and Joost van de Weijer}, + title = {LIUM-CVC Submissions for WMT17 Multimodal Translation Task}, + journal = {arxiv:1707.04481}, + year = {2017}, + file = {pdfs/1707.04481.pdf}, + link = {http://arxiv.org/abs/1707.04481v1}, +} + +@Article{Castrejon2017, + author = {Lluis Castrejon and Kaustav Kundu and Raquel Urtasun and Sanja Fidler}, + title = {Annotating Object Instances with a Polygon-RNN}, + journal = {arxiv:1704.05548}, + year = {2017}, + file = {pdfs/1704.05548.pdf}, + link = {http://arxiv.org/abs/1704.05548v1}, +} + +@Article{Che2017, + author = {Tong Che and Yanran Li and Ruixiang Zhang and R Devon Hjelm and Wenjie Li and Yangqiu Song and Yoshua Bengio}, + title = {Maximum-Likelihood Augmented Discrete Generative Adversarial Networks}, + journal = {arxiv:1702.07983}, + year = {2017}, + file = {pdfs/1702.07983.pdf}, + link = {http://arxiv.org/abs/1702.07983v1}, +} + +@Article{Chen2017c, + author = {Hongge Chen and Huan Zhang and Pin-Yu Chen and Jinfeng Yi and Cho-Jui Hsieh}, + title = {Show-and-Fool: Crafting Adversarial Examples for Neural Image Captioning}, + journal = {arxiv:1712.02051}, + year = {2017}, + file = {pdfs/1712.02051.pdf}, + link = {http://arxiv.org/abs/1712.02051v1}, +} + +@Article{Chen2017a, + author = {Jianbo Chen and Yelong Shen and Jianfeng Gao and Jingjing Liu and Xiaodong Liu}, + title = {Language-Based Image Editing with Recurrent Attentive Models}, + journal = {arxiv:1711.06288}, + year = {2017}, + file = {pdfs/1711.06288.pdf}, + link = {http://arxiv.org/abs/1711.06288v1}, +} + +@Article{Chen2017, + author = {Wenhu Chen and Guanlin Li and Shuo Ren and Shujie Liu and Zhirui Zhang and Mu Li and Ming Zhou}, + title = {Generative Bridging Network in Neural Sequence Prediction}, + journal = {arxiv:1706.09152}, + year = {2017}, + file = {pdfs/1706.09152.pdf}, + link = {http://arxiv.org/abs/1706.09152v4}, +} + +@Article{Chen2017b, + author = {Tseng-Hung Chen and Yuan-Hong Liao and Ching-Yao Chuang and Wan-Ting Hsu and Jianlong Fu and Min Sun}, + title = {Show, Adapt and Tell: Adversarial Training of Cross-domain Image Captioner}, + journal = {arxiv:1705.00930}, + year = {2017}, + file = {pdfs/1705.00930.pdf}, + link = {http://arxiv.org/abs/1705.00930v2}, +} + +@Article{Chiu2017, + author = {Chung-Cheng Chiu and Colin Raffel}, + title = {Monotonic Chunkwise Attention}, + journal = {arxiv:1712.05382}, + year = {2017}, + file = {pdfs/1712.05382.pdf}, + link = {http://arxiv.org/abs/1712.05382v2}, +} + +@Article{Conneau2017a, + author = {Alexis Conneau and Guillaume Lample and Marc'Aurelio Ranzato and Ludovic Denoyer and Hervé Jégou}, + title = {Word Translation Without Parallel Data}, + journal = {arxiv:1710.04087}, + year = {2017}, + file = {pdfs/1710.04087.pdf}, + link = {http://arxiv.org/abs/1710.04087v3}, +} + +@Article{Conneau2017, + author = {Alexis Conneau and Douwe Kiela and Holger Schwenk and Loic Barrault and Antoine Bordes}, + title = {Supervised Learning of Universal Sentence Representations from Natural Language Inference Data}, + journal = {arxiv:1705.02364}, + year = {2017}, + file = {pdfs/1705.02364.pdf}, + link = {http://arxiv.org/abs/1705.02364v4}, +} + +@Article{Cornia2017, + author = {Marcella Cornia and Lorenzo Baraldi and Giuseppe Serra and Rita Cucchiara}, + title = {Paying More Attention to Saliency: Image Captioning with Saliency and Context Attention}, + journal = {arxiv:1706.08474}, + year = {2017}, + file = {pdfs/1706.08474.pdf}, + link = {http://arxiv.org/abs/1706.08474v3}, +} + +@Article{Delbrouck2017, + author = {Jean-Benoit Delbrouck and Stéphane Dupont and Omar Seddati}, + title = {Visually Grounded Word Embeddings and Richer Visual Features for Improving Multimodal Neural Machine Translation}, + journal = {arxiv:1707.01009}, + year = {2017}, + file = {pdfs/1707.01009.pdf}, + link = {http://arxiv.org/abs/1707.01009v5}, +} + +@Article{Deng2017, + author = {Lei Deng and Peng Jiao and Jing Pei and Zhenzhi Wu and Guoqi Li}, + title = {Gated XNOR Networks: Deep Neural Networks with Ternary Weights and Activations under a Unified Discretization Framework}, + journal = {arxiv:1705.09283}, + year = {2017}, + file = {pdfs/1705.09283.pdf}, + link = {http://arxiv.org/abs/1705.09283v3}, +} + +@Article{Dhingra2017, + author = {Bhuwan Dhingra and Hanxiao Liu and Ruslan Salakhutdinov and William W. Cohen}, + title = {A Comparative Study of Word Embeddings for Reading Comprehension}, + journal = {arxiv:1703.00993}, + year = {2017}, + file = {pdfs/1703.00993.pdf}, + link = {http://arxiv.org/abs/1703.00993v1}, +} + +@Article{Dong2017a, + author = {Jianfeng Dong and Xirong Li and Cees G. M. Snoek}, + title = {Predicting Visual Features from Text for Image and Video Caption Retrieval}, + journal = {arxiv:1709.01362}, + year = {2017}, + file = {pdfs/1709.01362.pdf}, + link = {http://arxiv.org/abs/1709.01362v2}, +} + +@Article{Dong2017, + author = {Hao Dong and Jingqing Zhang and Douglas McIlwraith and Yike Guo}, + title = {I2T2I: Learning Text to Image Synthesis with Textual Data Augmentation}, + journal = {arxiv:1703.06676}, + year = {2017}, + file = {pdfs/1703.06676.pdf}, + link = {http://arxiv.org/abs/1703.06676v3}, +} + +@Article{Dupont2017, + author = {Yoann Dupont and Marco Dinarelli and Isabelle Tellier}, + title = {Label-Dependencies Aware Recurrent Neural Networks}, + journal = {arxiv:1706.01740}, + year = {2017}, + file = {pdfs/1706.01740.pdf}, + link = {http://arxiv.org/abs/1706.01740v1}, +} + +@Article{Dutil2017, + author = {Francis Dutil and Caglar Gulcehre and Adam Trischler and Yoshua Bengio}, + title = {Plan, Attend, Generate: Planning for Sequence-to-Sequence Models}, + journal = {arxiv:1711.10462}, + year = {2017}, + file = {pdfs/1711.10462.pdf}, + link = {http://arxiv.org/abs/1711.10462v1}, +} + +@Article{Dvornik2017, + author = {Nikita Dvornik and Konstantin Shmelkov and Julien Mairal and Cordelia Schmid}, + title = {BlitzNet: A Real-Time Deep Network for Scene Understanding}, + journal = {arxiv:1708.02813}, + year = {2017}, + file = {pdfs/1708.02813.pdf}, + link = {http://arxiv.org/abs/1708.02813v1}, +} + +@Article{Elliott2017, + author = {Desmond Elliott and Stella Frank and Loïc Barrault and Fethi Bougares and Lucia Specia}, + title = {Findings of the Second Shared Task on Multimodal Machine Translation and Multilingual Image Description}, + journal = {arxiv:1710.07177}, + year = {2017}, + file = {pdfs/1710.07177.pdf}, + link = {http://arxiv.org/abs/1710.07177v1}, +} + +@Article{Elliott2017a, + author = {Desmond Elliott and Ákos Kádár}, + title = {Imagination improves Multimodal Translation}, + journal = {arxiv:1705.04350}, + year = {2017}, + file = {pdfs/1705.04350.pdf}, + link = {http://arxiv.org/abs/1705.04350v2}, +} + +@Article{Faghri2017, + author = {Fartash Faghri and David J. Fleet and Jamie Ryan Kiros and Sanja Fidler}, + title = {VSE++: Improving Visual-Semantic Embeddings with Hard Negatives}, + journal = {arxiv:1707.05612}, + year = {2017}, + file = {pdfs/1707.05612.pdf}, + link = {http://arxiv.org/abs/1707.05612v2}, +} + +@Article{Finn2017, + author = {Chelsea Finn and Pieter Abbeel and Sergey Levine}, + title = {Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks}, + journal = {arxiv:1703.03400}, + year = {2017}, + file = {pdfs/1703.03400.pdf}, + link = {http://arxiv.org/abs/1703.03400v3}, +} + +@Article{Fortunato2017, + author = {Meire Fortunato and Charles Blundell and Oriol Vinyals}, + title = {Bayesian Recurrent Neural Networks}, + journal = {arxiv:1704.02798}, + year = {2017}, + file = {pdfs/1704.02798.pdf}, + link = {http://arxiv.org/abs/1704.02798v2}, +} + +@InCollection{Garcia-Martinez2017, + author = {Mercedes Garc{\'{\i}}a-Mart{\'{\i}}nez and Loïc Barrault and Fethi Bougares}, + title = {Neural Machine Translation by Generating Multiple Linguistic Factors}, + booktitle = {Statistical Language and Speech Processing}, + publisher = {Springer International Publishing}, + year = {2017}, + pages = {21--31}, + doi = {10.1007/978-3-319-68456-7_2}, + file = {pdfs/1712.01821.pdf}, + link = {https://doi.org/10.1007%2F978-3-319-68456-7_2}, +} + +@Article{Gehring2017, + author = {Jonas Gehring and Michael Auli and David Grangier and Denis Yarats and Yann N. Dauphin}, + title = {Convolutional Sequence to Sequence Learning}, + journal = {arxiv:1705.03122}, + year = {2017}, + file = {pdfs/1705.03122.pdf}, + link = {http://arxiv.org/abs/1705.03122v3}, +} + +@Article{Genevay2017, + author = {Aude Genevay and Gabriel Peyré and Marco Cuturi}, + title = {Learning Generative Models with Sinkhorn Divergences}, + journal = {arxiv:1706.00292}, + year = {2017}, + file = {pdfs/1706.00292.pdf}, + link = {http://arxiv.org/abs/1706.00292v3}, +} + +@Article{Godin2017, + author = {Fréderic Godin and Joni Dambre and Wesley De Neve}, + title = {Improving Language Modeling using Densely Connected Recurrent Neural Networks}, + journal = {arxiv:1707.06130}, + year = {2017}, + file = {pdfs/1707.06130.pdf}, + link = {http://arxiv.org/abs/1707.06130v1}, +} + +@Article{Gu2017, + author = {Jiuxiang Gu and Jianfei Cai and Gang Wang and Tsuhan Chen}, + title = {Stack-Captioning: Coarse-to-Fine Learning for Image Captioning}, + journal = {arxiv:1709.03376}, + year = {2017}, + file = {pdfs/1709.03376.pdf}, + link = {http://arxiv.org/abs/1709.03376v2}, +} + +@Article{Guo2017, + author = {Jiaxian Guo and Sidi Lu and Han Cai and Weinan Zhang and Yong Yu and Jun Wang}, + title = {Long Text Generation via Adversarial Training with Leaked Information}, + journal = {arxiv:1709.08624}, + year = {2017}, + file = {pdfs/1709.08624.pdf}, + link = {http://arxiv.org/abs/1709.08624v2}, +} + +@Article{Gupta2017, + author = {Ankush Gupta and Arvind Agarwal and Prawaan Singh and Piyush Rai}, + title = {A Deep Generative Framework for Paraphrase Generation}, + journal = {arxiv:1709.05074}, + year = {2017}, + file = {pdfs/1709.05074.pdf}, + link = {http://arxiv.org/abs/1709.05074v1}, +} + +@Article{Helcl2017, + author = {Jindřich Helcl and Jindřich Libovický}, + title = {CUNI System for the WMT17 Multimodal Translation Task}, + journal = {arxiv:1707.04550}, + year = {2017}, + file = {pdfs/1707.04550.pdf}, + link = {http://arxiv.org/abs/1707.04550v1}, +} + +@Article{Hieber2017, + author = {Felix Hieber and Tobias Domhan and Michael Denkowski and David Vilar and Artem Sokolov and Ann Clifton and Matt Post}, + title = {Sockeye: A Toolkit for Neural Machine Translation}, + journal = {arxiv:1712.05690}, + year = {2017}, + file = {pdfs/1712.05690.pdf}, + link = {http://arxiv.org/abs/1712.05690v1}, +} + +@Article{Higgins2017, + author = {Irina Higgins and Nicolas Sonnerat and Loic Matthey and Arka Pal and Christopher P Burgess and Matthew Botvinick and Demis Hassabis and Alexander Lerchner}, + title = {SCAN: Learning Abstract Hierarchical Compositional Visual Concepts}, + journal = {arxiv:1707.03389}, + year = {2017}, + file = {pdfs/1707.03389.pdf}, + link = {http://arxiv.org/abs/1707.03389v2}, +} + +@Article{Hu2017a, + author = {Zhiting Hu and Zichao Yang and Xiaodan Liang and Ruslan Salakhutdinov and Eric P. Xing}, + title = {Toward Controlled Generation of Text}, + journal = {arxiv:1703.00955}, + year = {2017}, + file = {pdfs/1703.00955.pdf}, + link = {http://arxiv.org/abs/1703.00955v3}, +} + +@Article{Tan2017, + author = {Ying Hua Tan and Chee Seng Chan}, + title = {Phrase-based Image Captioning with Hierarchical LSTM Model}, + journal = {arxiv:1711.05557}, + year = {2017}, + file = {pdfs/1711.05557.pdf}, + link = {http://arxiv.org/abs/1711.05557v1}, +} + +@Article{Huang2017, + author = {Po-Sen Huang and Chong Wang and Sitao Huang and Dengyong Zhou and Li Deng}, + title = {Towards Neural Phrase-based Machine Translation}, + journal = {arxiv:1706.05565}, + year = {2017}, + file = {pdfs/1706.05565.pdf}, + link = {http://arxiv.org/abs/1706.05565v5}, +} + +@Article{Hu2017, + author = {Zhiting Hu and Zichao Yang and Ruslan Salakhutdinov and Eric P. Xing}, + title = {On Unifying Deep Generative Models}, + journal = {arxiv:1706.00550}, + year = {2017}, + file = {pdfs/1706.00550.pdf}, + link = {http://arxiv.org/abs/1706.00550v3}, +} + +@Article{Tsai2017, + author = {Yao-Hung Hubert Tsai and Liang-Kang Huang and Ruslan Salakhutdinov}, + title = {Learning Robust Visual-Semantic Embeddings}, + journal = {arxiv:1703.05908}, + year = {2017}, + file = {pdfs/1703.05908.pdf}, + link = {http://arxiv.org/abs/1703.05908v2}, +} + +@Article{Jain2017a, + author = {Parag Jain and Priyanka Agrawal and Abhijit Mishra and Mohak Sukhwani and Anirban Laha and Karthik Sankaranarayanan}, + title = {Story Generation from Sequence of Independent Short Descriptions}, + journal = {arxiv:1707.05501}, + year = {2017}, + file = {pdfs/1707.05501.pdf}, + link = {http://arxiv.org/abs/1707.05501v2}, +} + +@Article{Jain2017, + author = {Unnat Jain and Ziyu Zhang and Alexander Schwing}, + title = {Creativity: Generating Diverse Questions using Variational Autoencoders}, + journal = {arxiv:1704.03493}, + year = {2017}, + file = {pdfs/1704.03493.pdf}, + link = {http://arxiv.org/abs/1704.03493v1}, +} + +@Article{Janner2017, + author = {Michael Janner and Karthik Narasimhan and Regina Barzilay}, + title = {Representation Learning for Grounded Spatial Reasoning}, + journal = {arxiv:1707.03938}, + year = {2017}, + file = {pdfs/1707.03938.pdf}, + link = {http://arxiv.org/abs/1707.03938v2}, +} + +@Article{Janocha2017, + author = {Katarzyna Janocha and Wojciech Marian Czarnecki}, + title = {On Loss Functions for Deep Neural Networks in Classification}, + journal = {arxiv:1702.05659}, + year = {2017}, + file = {pdfs/1702.05659.pdf}, + link = {http://arxiv.org/abs/1702.05659v1}, +} + +@Article{Johnson2017, + author = {Justin Johnson and Bharath Hariharan and Laurens van der Maaten and Judy Hoffman and Li Fei-Fei and C. Lawrence Zitnick and Ross Girshick}, + title = {Inferring and Executing Programs for Visual Reasoning}, + journal = {arxiv:1705.03633}, + year = {2017}, + file = {pdfs/1705.03633.pdf}, + link = {http://arxiv.org/abs/1705.03633v1}, +} + +@Article{Kaiser2017a, + author = {Lukasz Kaiser and Aidan N. Gomez and Noam Shazeer and Ashish Vaswani and Niki Parmar and Llion Jones and Jakob Uszkoreit}, + title = {One Model To Learn Them All}, + journal = {arxiv:1706.05137}, + year = {2017}, + file = {pdfs/1706.05137.pdf}, + link = {http://arxiv.org/abs/1706.05137v1}, +} + +@Article{Kaiser2017, + author = {Lukasz Kaiser and Aidan N. Gomez and Francois Chollet}, + title = {Depthwise Separable Convolutions for Neural Machine Translation}, + journal = {arxiv:1706.03059}, + year = {2017}, + file = {pdfs/1706.03059.pdf}, + link = {http://arxiv.org/abs/1706.03059v2}, +} + +@Article{Kiela2017, + author = {Douwe Kiela and Alexis Conneau and Allan Jabri and Maximilian Nickel}, + title = {Learning Visually Grounded Sentence Representations}, + journal = {arxiv:1707.06320}, + year = {2017}, + file = {pdfs/1707.06320.pdf}, + link = {http://arxiv.org/abs/1707.06320v1}, +} + +@Article{Klambauer2017, + author = {Günter Klambauer and Thomas Unterthiner and Andreas Mayr and Sepp Hochreiter}, + title = {Self-Normalizing Neural Networks}, + journal = {arxiv:1706.02515}, + year = {2017}, + file = {pdfs/1706.02515.pdf}, + link = {http://arxiv.org/abs/1706.02515v5}, +} + +@Article{Kottur2017, + author = {Satwik Kottur and José M. F. Moura and Stefan Lee and Dhruv Batra}, + title = {Natural Language Does Not Emerge 'Naturally' in Multi-Agent Dialog}, + journal = {arxiv:1706.08502}, + year = {2017}, + file = {pdfs/1706.08502.pdf}, + link = {http://arxiv.org/abs/1706.08502v3}, +} + +@Article{Koyamada2017, + author = {Sotetsu Koyamada and Yuta Kikuchi and Atsunori Kanemura and Shin-ichi Maeda and Shin Ishii}, + title = {Neural Sequence Model Training via $α$-divergence Minimization}, + journal = {arxiv:1706.10031}, + year = {2017}, + file = {pdfs/1706.10031.pdf}, + link = {http://arxiv.org/abs/1706.10031v1}, +} + +@Article{Gupta2017a, + author = {Akshay Kumar Gupta}, + title = {Survey of Visual Question Answering: Datasets and Techniques}, + journal = {arxiv:1705.03865}, + year = {2017}, + file = {pdfs/1705.03865.pdf}, + link = {http://arxiv.org/abs/1705.03865v2}, +} + +@Article{Kurach2017, + author = {Karol Kurach and Sylvain Gelly and Michal Jastrzebski and Philip Haeusser and Olivier Teytaud and Damien Vincent and Olivier Bousquet}, + title = {Better Text Understanding Through Image-To-Text Transfer}, + journal = {arxiv:1705.08386}, + year = {2017}, + file = {pdfs/1705.08386.pdf}, + link = {http://arxiv.org/abs/1705.08386v2}, +} + +@Article{Lample2017, + author = {Guillaume Lample and Ludovic Denoyer and Marc'Aurelio Ranzato}, + title = {Unsupervised Machine Translation Using Monolingual Corpora Only}, + journal = {arxiv:1711.00043}, + year = {2017}, + file = {pdfs/1711.00043.pdf}, + link = {http://arxiv.org/abs/1711.00043v1}, +} + +@Article{Lawson2017, + author = {Dieterich Lawson and Chung-Cheng Chiu and George Tucker and Colin Raffel and Kevin Swersky and Navdeep Jaitly}, + title = {Learning Hard Alignments with Variational Inference}, + journal = {arxiv:1705.05524}, + year = {2017}, + file = {pdfs/1705.05524.pdf}, + link = {http://arxiv.org/abs/1705.05524v2}, +} + +@Article{Lei2017, + author = {Tao Lei and Yu Zhang and Yoav Artzi}, + title = {Training RNNs as Fast as CNNs}, + journal = {arxiv:1709.02755}, + year = {2017}, + file = {pdfs/1709.02755.pdf}, + link = {http://arxiv.org/abs/1709.02755v4}, +} + +@Article{Li2017b, + author = {Hao Li and Zheng Xu and Gavin Taylor and Tom Goldstein}, + title = {Visualizing the Loss Landscape of Neural Nets}, + journal = {arxiv:1712.09913}, + year = {2017}, + file = {pdfs/1712.09913.pdf}, + link = {http://arxiv.org/abs/1712.09913v1}, +} + +@Article{Li2017a, + author = {Zhongliang Li and Raymond Kulhanek and Shaojun Wang and Yunxin Zhao and Shuang Wu}, + title = {Slim Embedding Layers for Recurrent Neural Language Models}, + journal = {arxiv:1711.09873}, + year = {2017}, + file = {pdfs/1711.09873.pdf}, + link = {http://arxiv.org/abs/1711.09873v2}, +} + +@Article{Liang2017, + author = {Xiaodan Liang and Zhiting Hu and Hao Zhang and Chuang Gan and Eric P. Xing}, + title = {Recurrent Topic-Transition GAN for Visual Paragraph Generation}, + journal = {arxiv:1703.07022}, + year = {2017}, + file = {pdfs/1703.07022.pdf}, + link = {http://arxiv.org/abs/1703.07022v2}, +} + +@Article{Li2017, + author = {Aodong Li and Shiyue Zhang and Dong Wang and Thomas Fang Zheng}, + title = {Enhanced Neural Machine Translation by Learning from Draft}, + journal = {arxiv:1710.01789}, + year = {2017}, + file = {pdfs/1710.01789.pdf}, + link = {http://arxiv.org/abs/1710.01789v1}, +} + +@Article{Guimaraes2017, + author = {Gabriel Lima Guimaraes and Benjamin Sanchez-Lengeling and Carlos Outeiral and Pedro Luis Cunha Farias and Alán Aspuru-Guzik}, + title = {Objective-Reinforced Generative Adversarial Networks (ORGAN) for Sequence Generation Models}, + journal = {arxiv:1705.10843}, + year = {2017}, + file = {pdfs/1705.10843.pdf}, + link = {http://arxiv.org/abs/1705.10843v3}, +} + +@Article{Lin2017a, + author = {Kevin Lin and Dianqi Li and Xiaodong He and Zhengyou Zhang and Ming-Ting Sun}, + title = {Adversarial Ranking for Language Generation}, + journal = {arxiv:1705.11001}, + year = {2017}, + file = {pdfs/1705.11001.pdf}, + link = {http://arxiv.org/abs/1705.11001v2}, +} + +@Article{Lin2017, + author = {Zhouhan Lin and Minwei Feng and Cicero Nogueira dos Santos and Mo Yu and Bing Xiang and Bowen Zhou and Yoshua Bengio}, + title = {A Structured Self-attentive Sentence Embedding}, + journal = {arxiv:1703.03130}, + year = {2017}, + file = {pdfs/1703.03130.pdf}, + link = {http://arxiv.org/abs/1703.03130v1}, +} + +@Article{Ling2017, + author = {Huan Ling and Sanja Fidler}, + title = {Teaching Machines to Describe Images via Natural Language Feedback}, + journal = {arxiv:1706.00130}, + year = {2017}, + file = {pdfs/1706.00130.pdf}, + link = {http://arxiv.org/abs/1706.00130v2}, +} + +@Article{Liu2017, + author = {Liyuan Liu and Jingbo Shang and Frank F. Xu and Xiang Ren and Huan Gui and Jian Peng and Jiawei Han}, + title = {Empower Sequence Labeling with Task-Aware Neural Language Model}, + journal = {arxiv:1709.04109}, + year = {2017}, + file = {pdfs/1709.04109.pdf}, + link = {http://arxiv.org/abs/1709.04109v4}, +} + +@Article{Liu2017a, + author = {Chang Liu and Fuchun Sun and Changhu Wang and Feng Wang and Alan Yuille}, + title = {MAT: A Multimodal Attentive Translator for Image Captioning}, + journal = {arxiv:1702.05658}, + year = {2017}, + file = {pdfs/1702.05658.pdf}, + link = {http://arxiv.org/abs/1702.05658v3}, +} + +@Article{Lu2017, + author = {Xiaoqiang Lu and Binqiang Wang and Xiangtao Zheng and Xuelong Li}, + title = {Exploring Models and Data for Remote Sensing Image Caption Generation}, + journal = {arxiv:1712.07835}, + year = {2017}, + file = {pdfs/1712.07835.pdf}, + link = {http://arxiv.org/abs/1712.07835v1}, +} + +@Article{Lucas2017, + author = {Thomas Lucas and Jakob Verbeek}, + title = {Auxiliary Guided Autoregressive Variational Autoencoders}, + journal = {arxiv:1711.11479}, + year = {2017}, + file = {pdfs/1711.11479.pdf}, + link = {http://arxiv.org/abs/1711.11479v1}, +} + +@Article{Luo2017, + author = {Ruotian Luo and Gregory Shakhnarovich}, + title = {Comprehension-guided referring expressions}, + journal = {arxiv:1701.03439}, + year = {2017}, + file = {pdfs/1701.03439.pdf}, + link = {http://arxiv.org/abs/1701.03439v1}, +} + +@Article{Ma2017, + author = {Chao Ma and Chunhua Shen and Anthony Dick and Anton van den Hengel}, + title = {Visual Question Answering with Memory-Augmented Networks}, + journal = {arxiv:1707.04968}, + year = {2017}, + file = {pdfs/1707.04968.pdf}, + link = {http://arxiv.org/abs/1707.04968v1}, +} + +@Article{McCann2017, + author = {Bryan McCann and James Bradbury and Caiming Xiong and Richard Socher}, + title = {Learned in Translation: Contextualized Word Vectors}, + journal = {arxiv:1708.00107}, + year = {2017}, + file = {pdfs/1708.00107.pdf}, + link = {http://arxiv.org/abs/1708.00107v1}, +} + +@Article{Melis2017, + author = {Gábor Melis and Chris Dyer and Phil Blunsom}, + title = {On the State of the Art of Evaluation in Neural Language Models}, + journal = {arxiv:1707.05589}, + year = {2017}, + file = {pdfs/1707.05589.pdf}, + link = {http://arxiv.org/abs/1707.05589v2}, +} + +@Article{Merity2017, + author = {Stephen Merity and Nitish Shirish Keskar and Richard Socher}, + title = {Regularizing and Optimizing LSTM Language Models}, + journal = {arxiv:1708.02182}, + year = {2017}, + file = {pdfs/1708.02182.pdf}, + link = {http://arxiv.org/abs/1708.02182v1}, +} + +@Article{Merity2017a, + author = {Stephen Merity and Bryan McCann and Richard Socher}, + title = {Revisiting Activation Regularization for Language RNNs}, + journal = {arxiv:1708.01009}, + year = {2017}, + file = {pdfs/1708.01009.pdf}, + link = {http://arxiv.org/abs/1708.01009v1}, +} + +@Article{Mogadala2017, + author = {Aditya Mogadala and Umanga Bista and Lexing Xie and Achim Rettinger}, + title = {Describing Natural Images Containing Novel Objects with Knowledge Guided Assitance}, + journal = {arxiv:1710.06303}, + year = {2017}, + file = {pdfs/1710.06303.pdf}, + link = {http://arxiv.org/abs/1710.06303v1}, +} + +@Article{Neubig2017, + author = {Graham Neubig}, + title = {Neural Machine Translation and Sequence-to-sequence Models: A Tutorial}, + journal = {arxiv:1703.01619}, + year = {2017}, + file = {pdfs/1703.01619.pdf}, + link = {http://arxiv.org/abs/1703.01619v1}, +} + +@Article{Pereyra2017, + author = {Gabriel Pereyra and George Tucker and Jan Chorowski and Łukasz Kaiser and Geoffrey Hinton}, + title = {Regularizing Neural Networks by Penalizing Confident Output Distributions}, + journal = {arxiv:1701.06548}, + year = {2017}, + file = {pdfs/1701.06548.pdf}, + link = {http://arxiv.org/abs/1701.06548v1}, +} + +@Article{Petzka2017, + author = {Henning Petzka and Asja Fischer and Denis Lukovnicov}, + title = {On the regularization of Wasserstein GANs}, + journal = {arxiv:1709.08894}, + year = {2017}, + file = {pdfs/1709.08894.pdf}, + link = {http://arxiv.org/abs/1709.08894v1}, +} + +@Article{Phan2017, + author = {Sang Phan and Gustav Eje Henter and Yusuke Miyao and Shin'ichi Satoh}, + title = {Consensus-based Sequence Training for Video Captioning}, + journal = {arxiv:1712.09532}, + year = {2017}, + file = {pdfs/1712.09532.pdf}, + link = {http://arxiv.org/abs/1712.09532v1}, +} + +@Article{Pinter2017, + author = {Yuval Pinter and Robert Guthrie and Jacob Eisenstein}, + title = {Mimicking Word Embeddings using Subword RNNs}, + journal = {arxiv:1707.06961}, + year = {2017}, + file = {pdfs/1707.06961.pdf}, + link = {http://arxiv.org/abs/1707.06961v1}, +} + +@Article{Poulos2017, + author = {Jason Poulos and Rafael Valle}, + title = {Attention networks for image-to-text}, + journal = {arxiv:1712.04046}, + year = {2017}, + file = {pdfs/1712.04046.pdf}, + link = {http://arxiv.org/abs/1712.04046v1}, +} + +@Article{Prabhavalkar2017, + author = {Rohit Prabhavalkar and Tara N. Sainath and Yonghui Wu and Patrick Nguyen and Zhifeng Chen and Chung-Cheng Chiu and Anjuli Kannan}, + title = {Minimum Word Error Rate Training for Attention-based Sequence-to-Sequence Models}, + journal = {arxiv:1712.01818}, + year = {2017}, + file = {pdfs/1712.01818.pdf}, + link = {http://arxiv.org/abs/1712.01818v1}, +} + +@Article{Press2017, + author = {Ofir Press and Amir Bar and Ben Bogin and Jonathan Berant and Lior Wolf}, + title = {Language Generation with Recurrent Generative Adversarial Networks without Pre-training}, + journal = {arxiv:1706.01399}, + year = {2017}, + file = {pdfs/1706.01399.pdf}, + link = {http://arxiv.org/abs/1706.01399v3}, +} + +@Article{Nguyen2017, + author = {Toan Q. Nguyen and David Chiang}, + title = {Improving Lexical Choice in Neural Machine Translation}, + journal = {arxiv:1710.01329}, + year = {2017}, + file = {pdfs/1710.01329.pdf}, + link = {http://arxiv.org/abs/1710.01329v2}, +} + +@Article{Qi2017, + author = {Jun Qi}, + title = {Submodular Mini-Batch Training in Generative Moment Matching Networks}, + journal = {arxiv:1707.05721}, + year = {2017}, + file = {pdfs/1707.05721.pdf}, + link = {http://arxiv.org/abs/1707.05721v3}, +} + +@Article{Qiao2017, + author = {Tingting Qiao and Jianfeng Dong and Duanqing Xu}, + title = {Exploring Human-like Attention Supervision in Visual Question Answering}, + journal = {arxiv:1709.06308}, + year = {2017}, + file = {pdfs/1709.06308.pdf}, + link = {http://arxiv.org/abs/1709.06308v1}, +} + +@Article{Raffel2017, + author = {Colin Raffel and Minh-Thang Luong and Peter J. Liu and Ron J. Weiss and Douglas Eck}, + title = {Online and Linear-Time Attention by Enforcing Monotonic Alignments}, + journal = {arxiv:1704.00784}, + year = {2017}, + file = {pdfs/1704.00784.pdf}, + link = {http://arxiv.org/abs/1704.00784v2}, +} + +@Article{Rajeswar2017, + author = {Sai Rajeswar and Sandeep Subramanian and Francis Dutil and Christopher Pal and Aaron Courville}, + title = {Adversarial Generation of Natural Language}, + date = {2017}, + file = {:pdfs/1705.10929.pdf:}, + journaltitle = {arxiv:1705.10929}, + link = {http://arxiv.org/abs/1705.10929v1}, +} + +@Article{Mopuri2017, + author = {Konda Reddy Mopuri and Vishal B. Athreya and R. Venkatesh Babu}, + title = {Deep image representations using caption generators}, + journal = {arxiv:1705.09142}, + year = {2017}, + file = {pdfs/1705.09142.pdf}, + link = {http://arxiv.org/abs/1705.09142v1}, +} + +@Article{Ren2017, + author = {Zhou Ren and Xiaoyu Wang and Ning Zhang and Xutao Lv and Li-Jia Li}, + title = {Deep Reinforcement Learning-based Image Captioning with Embedding Reward}, + journal = {arxiv:1704.03899}, + year = {2017}, + file = {pdfs/1704.03899.pdf}, + link = {http://arxiv.org/abs/1704.03899v1}, +} + +@Article{Rohrbach2017, + author = {Anna Rohrbach and Marcus Rohrbach and Siyu Tang and Seong Joon Oh and Bernt Schiele}, + title = {Generating Descriptions with Grounded and Co-Referenced People}, + journal = {arxiv:1704.01518}, + year = {2017}, + file = {pdfs/1704.01518.pdf}, + link = {http://arxiv.org/abs/1704.01518v1}, +} + +@Article{Salehinejad2017, + author = {Hojjat Salehinejad and Sharan Sankar and Joseph Barfett and Errol Colak and Shahrokh Valaee}, + title = {Recent Advances in Recurrent Neural Networks}, + journal = {arxiv:1801.01078}, + year = {2017}, + file = {pdfs/1801.01078.pdf}, + link = {http://arxiv.org/abs/1801.01078v3}, +} + +@Article{Shabanian2017, + author = {Samira Shabanian and Devansh Arpit and Adam Trischler and Yoshua Bengio}, + title = {Variational Bi-LSTMs}, + journal = {arxiv:1711.05717}, + year = {2017}, + file = {pdfs/1711.05717.pdf}, + link = {http://arxiv.org/abs/1711.05717v1}, +} + +@InProceedings{Shekhar2017, + author = {Ravi Shekhar and Sandro Pezzelle and Yauhen Klimovich and Aur{\'{e}}lie Herbelot and Moin Nabi and Enver Sangineto and Raffaella Bernardi}, + title = {{FOIL} it! Find One mismatch between Image and Language caption}, + booktitle = {Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)}, + year = {2017}, + publisher = {Association for Computational Linguistics}, + doi = {10.18653/v1/p17-1024}, + file = {pdfs/1705.01359.pdf}, + link = {https://doi.org/10.18653%2Fv1%2Fp17-1024}, +} + +@Article{Shetty2017, + author = {Rakshith Shetty and Marcus Rohrbach and Lisa Anne Hendricks and Mario Fritz and Bernt Schiele}, + title = {Speaking the Same Language: Matching Machine to Human Captions by Adversarial Training}, + journal = {arxiv:1703.10476}, + year = {2017}, + file = {pdfs/1703.10476.pdf}, + link = {http://arxiv.org/abs/1703.10476v2}, +} + +@Article{Shmelkov2017, + author = {Konstantin Shmelkov and Cordelia Schmid and Karteek Alahari}, + title = {Incremental Learning of Object Detectors without Catastrophic Forgetting}, + journal = {arxiv:1708.06977}, + year = {2017}, + file = {pdfs/1708.06977.pdf}, + link = {http://arxiv.org/abs/1708.06977v1}, +} + +@Article{Chaplot2017, + author = {Devendra Singh Chaplot and Kanthashree Mysore Sathyendra and Rama Kumar Pasumarthi and Dheeraj Rajagopal and Ruslan Salakhutdinov}, + title = {Gated-Attention Architectures for Task-Oriented Language Grounding}, + journal = {arxiv:1706.07230}, + year = {2017}, + file = {pdfs/1706.07230.pdf}, + link = {http://arxiv.org/abs/1706.07230v2}, +} + +@Article{Sinha2017, + author = {Aman Sinha and Hongseok Namkoong and John Duchi}, + title = {Certifiable Distributional Robustness with Principled Adversarial Training}, + journal = {arxiv:1710.10571}, + year = {2017}, + file = {pdfs/1710.10571.pdf}, + link = {http://arxiv.org/abs/1710.10571v3}, +} + +@Article{Chung2017, + author = {Joon Son Chung and Amir Jamaludin and Andrew Zisserman}, + title = {You said that?}, + journal = {arxiv:1705.02966}, + year = {2017}, + file = {pdfs/1705.02966.pdf}, + link = {http://arxiv.org/abs/1705.02966v2}, +} + +@Article{Sun2017, + author = {Qing Sun and Stefan Lee and Dhruv Batra}, + title = {Bidirectional Beam Search: Forward-Backward Inference in Neural Sequence Models for Fill-in-the-Blank Image Captioning}, + journal = {arxiv:1705.08759}, + year = {2017}, + file = {pdfs/1705.08759.pdf}, + link = {http://arxiv.org/abs/1705.08759v1}, +} + +@Article{Le2017, + author = {Hoa T. Le and Christophe Cerisara and Alexandre Denis}, + title = {Do Convolutional Networks need to be Deep for Text Classification ?}, + journal = {arxiv:1707.04108}, + year = {2017}, + file = {pdfs/1707.04108.pdf}, + link = {http://arxiv.org/abs/1707.04108v1}, +} + +@Article{Tang2017, + author = {Peng Tang and Xinggang Wang and Xiang Bai and Wenyu Liu}, + title = {Multiple Instance Detection Network with Online Instance Classifier Refinement}, + journal = {arxiv:1704.00138}, + year = {2017}, + file = {pdfs/1704.00138.pdf}, + link = {http://arxiv.org/abs/1704.00138v1}, +} + +@Article{Tanti2017, + author = {Marc Tanti and Albert Gatt and Kenneth P. Camilleri}, + title = {What is the Role of Recurrent Neural Networks (RNNs) in an Image Caption Generator?}, + journal = {arxiv:1708.02043}, + year = {2017}, + file = {pdfs/1708.02043.pdf}, + link = {http://arxiv.org/abs/1708.02043v2}, +} + +@Article{Tanti2017a, + author = {Marc Tanti and Albert Gatt and Kenneth P. Camilleri}, + title = {Where to put the Image in an Image Caption Generator}, + journal = {arxiv:1703.09137}, + year = {2017}, + file = {pdfs/1703.09137.pdf}, + link = {http://arxiv.org/abs/1703.09137v1}, +} + +@Article{Tokmakov2017, + author = {Pavel Tokmakov and Cordelia Schmid and Karteek Alahari}, + title = {Learning to Segment Moving Objects}, + journal = {arxiv:1712.01127}, + year = {2017}, + file = {pdfs/1712.01127.pdf}, + link = {http://arxiv.org/abs/1712.01127v1}, +} + +@Article{Tokmakov2017a, + author = {Pavel Tokmakov and Karteek Alahari and Cordelia Schmid}, + title = {Learning Video Object Segmentation with Visual Memory}, + journal = {arxiv:1704.05737}, + year = {2017}, + file = {pdfs/1704.05737.pdf}, + link = {http://arxiv.org/abs/1704.05737v2}, +} + +@Article{Tran2017, + author = {Van-Khanh Tran and Le-Minh Nguyen}, + title = {Neural-based Natural Language Generation in Dialogue using RNN Encoder-Decoder with Semantic Aggregation}, + journal = {arxiv:1706.06714}, + year = {2017}, + file = {pdfs/1706.06714.pdf}, + link = {http://arxiv.org/abs/1706.06714v3}, +} + +@Article{Tsutsui2017, + author = {Satoshi Tsutsui and David Crandall}, + title = {Using Artificial Tokens to Control Languages for Multilingual Image Caption Generation}, + journal = {arxiv:1706.06275}, + year = {2017}, + file = {pdfs/1706.06275.pdf}, + link = {http://arxiv.org/abs/1706.06275v1}, +} + +@Article{Westhuizen2017, + author = {Jos van der Westhuizen and Joan Lasenby}, + title = {What does an LSTM look for in classifying heartbeats?}, + journal = {arxiv:1705.08153}, + year = {2017}, + file = {pdfs/1705.08153.pdf}, + link = {http://arxiv.org/abs/1705.08153v2}, +} + +@Article{Miltenburg2017, + author = {Emiel van Miltenburg and Desmond Elliott}, + title = {Room for improvement in automatic image description: an error analysis}, + journal = {arxiv:1704.04198}, + year = {2017}, + file = {pdfs/1704.04198.pdf}, + link = {http://arxiv.org/abs/1704.04198v1}, +} + +@Article{Vaswani2017, + author = {Ashish Vaswani and Noam Shazeer and Niki Parmar and Jakob Uszkoreit and Llion Jones and Aidan N. Gomez and Lukasz Kaiser and Illia Polosukhin}, + title = {Attention Is All You Need}, + journal = {arxiv:1706.03762}, + year = {2017}, + file = {pdfs/1706.03762.pdf}, + link = {http://arxiv.org/abs/1706.03762v5}, +} + +@Article{Wang2017a, + author = {Heng Wang and Zengchang Qin and Tao Wan}, + title = {Text Generation Based on Generative Adversarial Nets with Latent Variable}, + journal = {arxiv:1712.00170}, + year = {2017}, + file = {pdfs/1712.00170.pdf}, + link = {http://arxiv.org/abs/1712.00170v1}, +} + +@Article{Wang2017, + author = {Liwei Wang and Alexander G. Schwing and Svetlana Lazebnik}, + title = {Diverse and Accurate Image Description Using a Variational Auto-Encoder with an Additive Gaussian Encoding Space}, + journal = {arxiv:1711.07068}, + year = {2017}, + file = {pdfs/1711.07068.pdf}, + link = {http://arxiv.org/abs/1711.07068v1}, +} + +@Article{Wu2017a, + author = {Yujie Wu and Lei Deng and Guoqi Li and Jun Zhu and Luping Shi}, + title = {Spatio-Temporal Backpropagation for Training High-performance Spiking Neural Networks}, + journal = {arxiv:1706.02609}, + year = {2017}, + file = {pdfs/1706.02609.pdf}, + link = {http://arxiv.org/abs/1706.02609v3}, +} + +@Article{Wu2017, + author = {Lijun Wu and Yingce Xia and Li Zhao and Fei Tian and Tao Qin and Jianhuang Lai and Tie-Yan Liu}, + title = {Adversarial Neural Machine Translation}, + journal = {arxiv:1704.06933}, + year = {2017}, + file = {pdfs/1704.06933.pdf}, + link = {http://arxiv.org/abs/1704.06933v3}, +} + +@Article{Xie2017b, + author = {Jason Xie and Tingwen Bao}, + title = {Synthesizing Novel Pairs of Image and Text}, + journal = {arxiv:1712.06682}, + year = {2017}, + file = {pdfs/1712.06682.pdf}, + link = {http://arxiv.org/abs/1712.06682v1}, +} + +@Article{Xie2017a, + author = {Ziang Xie}, + title = {Neural Text Generation: A Practical Guide}, + journal = {arxiv:1711.09534}, + year = {2017}, + file = {pdfs/1711.09534.pdf}, + link = {http://arxiv.org/abs/1711.09534v1}, +} + +@Article{Xie2017, + author = {Ziang Xie and Sida I. Wang and Jiwei Li and Daniel Lévy and Aiming Nie and Dan Jurafsky and Andrew Y. Ng}, + title = {Data Noising as Smoothing in Neural Network Language Models}, + journal = {arxiv:1703.02573}, + year = {2017}, + file = {pdfs/1703.02573.pdf}, + link = {http://arxiv.org/abs/1703.02573v1}, +} + +@Article{Xu2017, + author = {Tao Xu and Pengchuan Zhang and Qiuyuan Huang and Han Zhang and Zhe Gan and Xiaolei Huang and Xiaodong He}, + title = {AttnGAN: Fine-Grained Text to Image Generation with Attentional Generative Adversarial Networks}, + journal = {arxiv:1711.10485}, + year = {2017}, + file = {pdfs/1711.10485.pdf}, + link = {http://arxiv.org/abs/1711.10485v1}, +} + +@Article{Yang2017a, + author = {Zhen Yang and Wei Chen and Feng Wang and Bo Xu}, + title = {Improving Neural Machine Translation with Conditional Sequence Generative Adversarial Nets}, + journal = {arxiv:1703.04887}, + year = {2017}, + file = {pdfs/1703.04887.pdf}, + link = {http://arxiv.org/abs/1703.04887v3}, +} + +@Article{Yang2017, + author = {Zichao Yang and Zhiting Hu and Ruslan Salakhutdinov and Taylor Berg-Kirkpatrick}, + title = {Improved Variational Autoencoders for Text Modeling using Dilated Convolutions}, + journal = {arxiv:1702.08139}, + year = {2017}, + file = {pdfs/1702.08139.pdf}, + link = {http://arxiv.org/abs/1702.08139v2}, +} + +@Article{Yao2017, + author = {Ting Yao and Yingwei Pan and Yehao Li and Tao Mei}, + title = {Incorporating Copying Mechanism in Image Captioning for Learning Novel Objects}, + journal = {arxiv:1708.05271}, + year = {2017}, + file = {pdfs/1708.05271.pdf}, + link = {http://arxiv.org/abs/1708.05271v1}, +} + +@Article{Yu2017, + author = {Youngjae Yu and Jongwook Choi and Yeonhwa Kim and Kyung Yoo and Sang-Hun Lee and Gunhee Kim}, + title = {Supervising Neural Attention Models for Video Captioning by Human Gaze Data}, + journal = {arxiv:1707.06029}, + year = {2017}, + file = {pdfs/1707.06029.pdf}, + link = {http://arxiv.org/abs/1707.06029v1}, +} + +@Article{Zhang2017c, + author = {Hanwang Zhang and Yulei Niu and Shih-Fu Chang}, + title = {Grounding Referring Expressions in Images by Variational Context}, + journal = {arxiv:1712.01892}, + year = {2017}, + file = {pdfs/1712.01892.pdf}, + link = {http://arxiv.org/abs/1712.01892v1}, +} + +@Article{Zhang2017, + author = {Li Zhang and Flood Sung and Feng Liu and Tao Xiang and Shaogang Gong and Yongxin Yang and Timothy M. Hospedales}, + title = {Actor-Critic Sequence Training for Image Captioning}, + journal = {arxiv:1706.09601}, + year = {2017}, + file = {pdfs/1706.09601.pdf}, + link = {http://arxiv.org/abs/1706.09601v2}, +} + +@Article{Zhang2017a, + author = {Yizhe Zhang and Zhe Gan and Kai Fan and Zhi Chen and Ricardo Henao and Dinghan Shen and Lawrence Carin}, + title = {Adversarial Feature Matching for Text Generation}, + journal = {arxiv:1706.03850}, + year = {2017}, + file = {pdfs/1706.03850.pdf}, + link = {http://arxiv.org/abs/1706.03850v3}, +} + +@Article{Zhang2017b, + author = {Yuting Zhang and Luyao Yuan and Yijie Guo and Zhiyuan He and I-An Huang and Honglak Lee}, + title = {Discriminative Bimodal Networks for Visual Localization and Detection with Natural Language Queries}, + journal = {arxiv:1704.03944}, + year = {2017}, + file = {pdfs/1704.03944.pdf}, + link = {http://arxiv.org/abs/1704.03944v2}, +} + +@Article{Zheng2017, + author = {Zaixiang Zheng and Hao Zhou and Shujian Huang and Lili Mou and Xinyu Dai and Jiajun Chen and Zhaopeng Tu}, + title = {Modeling Past and Future for Neural Machine Translation}, + journal = {arxiv:1711.09502}, + year = {2017}, + file = {pdfs/1711.09502.pdf}, + link = {http://arxiv.org/abs/1711.09502v2}, +} + +@Article{Zheng2017a, + author = {Guanhua Zheng and Jitao Sang and Changsheng Xu}, + title = {Understanding Deep Learning Generalization by Maximum Entropy}, + journal = {arxiv:1711.07758}, + year = {2017}, + file = {pdfs/1711.07758.pdf}, + link = {http://arxiv.org/abs/1711.07758v1}, +} + +@Article{Zhong2017, + author = {Victor Zhong and Caiming Xiong and Richard Socher}, + title = {Seq2SQL: Generating Structured Queries from Natural Language using Reinforcement Learning}, + journal = {arxiv:1709.00103}, + year = {2017}, + file = {pdfs/1709.00103.pdf}, + link = {http://arxiv.org/abs/1709.00103v7}, +} + +@Article{Zhu2017a, + author = {Jun-Yan Zhu and Taesung Park and Phillip Isola and Alexei A. Efros}, + title = {Unpaired Image-to-Image Translation using Cycle-Consistent Adversarial Networks}, + journal = {arxiv:1703.10593}, + year = {2017}, + file = {pdfs/1703.10593.pdf}, + link = {http://arxiv.org/abs/1703.10593v4}, +} + +@Article{Zhu2017, + author = {Jun-Yan Zhu and Richard Zhang and Deepak Pathak and Trevor Darrell and Alexei A. Efros and Oliver Wang and Eli Shechtman}, + title = {Toward Multimodal Image-to-Image Translation}, + journal = {arxiv:1711.11586}, + year = {2017}, + file = {pdfs/1711.11586.pdf}, + link = {http://arxiv.org/abs/1711.11586v2}, +} + +@Article{Zolna2017, + author = {Konrad Zolna and Devansh Arpit and Dendi Suhubdy and Yoshua Bengio}, + title = {Fraternal Dropout}, + journal = {arxiv:1711.00066}, + year = {2017}, + file = {pdfs/1711.00066.pdf}, + link = {http://arxiv.org/abs/1711.00066v3}, +} + +@Article{Carbonneau2018, + author = {Marc-Andr{\'{e}} Carbonneau and Veronika Cheplygina and Eric Granger and Ghyslain Gagnon}, + title = {Multiple instance learning: A survey of problem characteristics and applications}, + journal = {Pattern Recognition}, + year = {2018}, + volume = {77}, + pages = {329--353}, + month = {may}, + doi = {10.1016/j.patcog.2017.10.009}, + file = {pdfs/1612.03365.pdf}, + link = {https://doi.org/10.1016%2Fj.patcog.2017.10.009}, + publisher = {Elsevier {BV}}, +} + +@Article{Boom2018, + author = {Cedric De Boom and Thomas Demeester and Bart Dhoedt}, + title = {Character-level recurrent neural networks in practice: comparing training and sampling schemes}, + date = {2018-01}, + doi = {10.1007/s00521-017-3322-z}, + file = {:pdfs/1801.00632.pdf:}, + journaltitle = {Neural Computing and Applications}, + link = {https://doi.org/10.1007%2Fs00521-017-3322-z}, + publisher = {Springer Nature}, +} + +@Article{Lee2018, + author = {Jason Lee and Elman Mansimov and Kyunghyun Cho}, + title = {Deterministic Non-Autoregressive Neural Sequence Modeling by Iterative Refinement}, + journal = {arxiv:1802.06901}, + year = {2018}, + file = {pdfs/1802.06901.pdf}, + link = {http://arxiv.org/abs/1802.06901v1}, +} + +@Article{Smalheiser2018, + author = {Neil R. Smalheiser and Gary Bonifield}, + title = {Unsupervised Low-Dimensional Vector Representations for Words, Phrases and Text that are Transparent, Scalable, and produce Similarity Metrics that are Complementary to Neural Embeddings}, + journal = {arxiv:1801.01884}, + year = {2018}, + file = {pdfs/1801.01884.pdf}, + link = {http://arxiv.org/abs/1801.01884v2}, +} + +@Article{Su2018, + author = {Jinsong Su and Shan Wu and Deyi Xiong and Yaojie Lu and Xianpei Han and Biao Zhang}, + title = {Variational Recurrent Neural Machine Translation}, + journal = {arxiv:1801.05119}, + year = {2018}, + file = {pdfs/1801.05119.pdf}, + link = {http://arxiv.org/abs/1801.05119v1}, +} + +@Article{You2018, + author = {Quanzeng You and Hailin Jin and Jiebo Luo}, + title = {Image Captioning at Will: A Versatile Scheme for Effectively Injecting Sentiments into Image Descriptions}, + journal = {arxiv:1801.10121}, + year = {2018}, + file = {pdfs/1801.10121.pdf}, + link = {http://arxiv.org/abs/1801.10121v1}, +} + +@Comment{jabref-meta: databaseType:bibtex;} diff --git a/refs.bib.sav b/refs.bib.sav deleted file mode 100755 index f05fc51..0000000 --- a/refs.bib.sav +++ /dev/null @@ -1,1824 +0,0 @@ -% Encoding: UTF-8 - -@Article{Hjelm2015, - author = {R Devon Hjelm and Kyunghyun Cho and Junyoung Chung and Russ Salakhutdinov and Vince Calhoun and Nebojsa Jojic}, - title = {Iterative Refinement of the Approximate Posterior for Directed Belief Networks}, - journal = {arxiv:1511.06382}, - year = {2015}, - file = {pdfs/1511.06382.pdf}, - link = {http://arxiv.org/abs/1511.06382v6}, -} - -@Article{Vinyals2015, - author = {Oriol Vinyals and Meire Fortunato and Navdeep Jaitly}, - title = {Pointer Networks}, - journal = {arxiv:1506.03134}, - year = {2015}, - file = {pdfs/1506.03134.pdf}, - link = {http://arxiv.org/abs/1506.03134v2}, -} - -@Article{Anderson2016, - author = {Peter Anderson and Basura Fernando and Mark Johnson and Stephen Gould}, - title = {Guided Open Vocabulary Image Captioning with Constrained Beam Search}, - journal = {arxiv:1612.00576}, - year = {2016}, - file = {pdfs/1612.00576.pdf}, - link = {http://arxiv.org/abs/1612.00576v2}, -} - -@Article{Bahdanau2016, - author = {Dzmitry Bahdanau and Philemon Brakel and Kelvin Xu and Anirudh Goyal and Ryan Lowe and Joelle Pineau and Aaron Courville and Yoshua Bengio}, - title = {An Actor-Critic Algorithm for Sequence Prediction}, - journal = {arxiv:1607.07086}, - year = {2016}, - file = {pdfs/1607.07086.pdf}, - link = {http://arxiv.org/abs/1607.07086v3}, -} - -@Article{Bernardi2016, - author = {Raffaella Bernardi and Ruket Cakici and Desmond Elliott and Aykut Erdem and Erkut Erdem and Nazli Ikizler-Cinbis and Frank Keller and Adrian Muscat and Barbara Plank}, - title = {Automatic Description Generation from Images: A Survey of Models, Datasets, and Evaluation Measures}, - journal = {arxiv:1601.03896}, - year = {2016}, - file = {pdfs/1601.03896.pdf}, - link = {http://arxiv.org/abs/1601.03896v2}, -} - -@Article{Bradbury2016, - author = {James Bradbury and Stephen Merity and Caiming Xiong and Richard Socher}, - title = {Quasi-Recurrent Neural Networks}, - journal = {arxiv:1611.01576}, - year = {2016}, - file = {pdfs/1611.01576.pdf}, - link = {http://arxiv.org/abs/1611.01576v2}, -} - -@Article{Chen2016, - author = {Wenhu Chen and Aurelien Lucchi and Thomas Hofmann}, - title = {A Semi-supervised Framework for Image Captioning}, - journal = {arxiv:1611.05321}, - year = {2016}, - file = {pdfs/1611.05321.pdf}, - link = {http://arxiv.org/abs/1611.05321v3}, -} - -@Article{Chen2016a, - author = {Long Chen and Hanwang Zhang and Jun Xiao and Liqiang Nie and Jian Shao and Wei Liu and Tat-Seng Chua}, - title = {SCA-CNN: Spatial and Channel-wise Attention in Convolutional Networks for Image Captioning}, - journal = {arxiv:1611.05594}, - year = {2016}, - file = {pdfs/1611.05594.pdf}, - link = {http://arxiv.org/abs/1611.05594v2}, -} - -@Article{Collins2016, - author = {Jasmine Collins and Jascha Sohl-Dickstein and David Sussillo}, - title = {Capacity and Trainability in Recurrent Neural Networks}, - journal = {arxiv:1611.09913}, - year = {2016}, - file = {pdfs/1611.09913.pdf}, - link = {http://arxiv.org/abs/1611.09913v3}, -} - -@Article{Das2016, - author = {Abhishek Das and Satwik Kottur and Khushi Gupta and Avi Singh and Deshraj Yadav and José M. F. Moura and Devi Parikh and Dhruv Batra}, - title = {Visual Dialog}, - journal = {arxiv:1611.08669}, - year = {2016}, - file = {pdfs/1611.08669.pdf}, - link = {http://arxiv.org/abs/1611.08669v5}, -} - -@Article{Ding2016, - author = {Nan Ding and Sebastian Goodman and Fei Sha and Radu Soricut}, - title = {Understanding Image and Text Simultaneously: a Dual Vision-Language Machine Comprehension Task}, - journal = {arxiv:1612.07833}, - year = {2016}, - file = {pdfs/1612.07833.pdf}, - link = {http://arxiv.org/abs/1612.07833v1}, -} - -@Article{Donahue2016, - author = {Jeff Donahue and Philipp Krähenbühl and Trevor Darrell}, - title = {Adversarial Feature Learning}, - journal = {arxiv:1605.09782}, - year = {2016}, - file = {pdfs/1605.09782.pdf}, - link = {http://arxiv.org/abs/1605.09782v7}, -} - -@Article{Gan2016, - author = {Zhe Gan and Chuang Gan and Xiaodong He and Yunchen Pu and Kenneth Tran and Jianfeng Gao and Lawrence Carin and Li Deng}, - title = {Semantic Compositional Networks for Visual Captioning}, - journal = {arxiv:1611.08002}, - year = {2016}, - file = {pdfs/1611.08002.pdf}, - link = {http://arxiv.org/abs/1611.08002v2}, -} - -@Article{Gehring2016, - author = {Jonas Gehring and Michael Auli and David Grangier and Yann N. Dauphin}, - title = {A Convolutional Encoder Model for Neural Machine Translation}, - journal = {arxiv:1611.02344}, - year = {2016}, - file = {pdfs/1611.02344.pdf}, - link = {http://arxiv.org/abs/1611.02344v3}, -} - -@Article{Gu2016, - author = {Jiuxiang Gu and Gang Wang and Jianfei Cai and Tsuhan Chen}, - title = {An Empirical Study of Language CNN for Image Captioning}, - journal = {arxiv:1612.07086}, - year = {2016}, - file = {pdfs/1612.07086.pdf}, - link = {http://arxiv.org/abs/1612.07086v3}, -} - -@Article{Hashimoto2016, - author = {Kazuma Hashimoto and Caiming Xiong and Yoshimasa Tsuruoka and Richard Socher}, - title = {A Joint Many-Task Model: Growing a Neural Network for Multiple NLP Tasks}, - journal = {arxiv:1611.01587}, - year = {2016}, - file = {pdfs/1611.01587.pdf}, - link = {http://arxiv.org/abs/1611.01587v5}, -} - -@Article{Huang2016, - author = {Gao Huang and Zhuang Liu and Laurens van der Maaten and Kilian Q. Weinberger}, - title = {Densely Connected Convolutional Networks}, - journal = {arxiv:1608.06993}, - year = {2016}, - file = {pdfs/1608.06993.pdf}, - link = {http://arxiv.org/abs/1608.06993v5}, -} - -@Article{Rennie2016, - author = {Steven J. Rennie and Etienne Marcheret and Youssef Mroueh and Jarret Ross and Vaibhava Goel}, - title = {Self-critical Sequence Training for Image Captioning}, - journal = {arxiv:1612.00563}, - year = {2016}, - file = {pdfs/1612.00563.pdf}, - link = {http://arxiv.org/abs/1612.00563v2}, -} - -@Article{Jaques2016, - author = {Natasha Jaques and Shixiang Gu and Dzmitry Bahdanau and José Miguel Hernández-Lobato and Richard E. Turner and Douglas Eck}, - title = {Sequence Tutor: Conservative Fine-Tuning of Sequence Generation Models with KL-control}, - journal = {arxiv:1611.02796}, - year = {2016}, - file = {pdfs/1611.02796.pdf}, - link = {http://arxiv.org/abs/1611.02796v9}, -} - -@Article{Krause2016, - author = {Jonathan Krause and Justin Johnson and Ranjay Krishna and Li Fei-Fei}, - title = {A Hierarchical Approach for Generating Descriptive Image Paragraphs}, - journal = {arxiv:1611.06607}, - year = {2016}, - file = {pdfs/1611.06607.pdf}, - link = {http://arxiv.org/abs/1611.06607v2}, -} - -@Article{Lapin2016, - author = {Maksim Lapin and Matthias Hein and Bernt Schiele}, - title = {Analysis and Optimization of Loss Functions for Multiclass, Top-k, and Multilabel Classification}, - journal = {arxiv:1612.03663}, - year = {2016}, - file = {pdfs/1612.03663.pdf}, - link = {http://arxiv.org/abs/1612.03663v1}, -} - -@Article{Liu2016a, - author = {Siqi Liu and Zhenhai Zhu and Ning Ye and Sergio Guadarrama and Kevin Murphy}, - title = {Improved Image Captioning via Policy Gradient optimization of SPIDEr}, - journal = {arxiv:1612.00370}, - year = {2016}, - file = {pdfs/1612.00370.pdf}, - link = {http://arxiv.org/abs/1612.00370v3}, -} - -@InCollection{Liu2016c, - author = {Wei Liu and Dragomir Anguelov and Dumitru Erhan and Christian Szegedy and Scott Reed and Cheng-Yang Fu and Alexander C. Berg}, - title = {{SSD}: Single Shot {MultiBox} Detector}, - booktitle = {Computer Vision {\textendash} {ECCV} 2016}, - publisher = {Springer International Publishing}, - year = {2016}, - pages = {21--37}, - doi = {10.1007/978-3-319-46448-0_2}, - file = {pdfs/1512.02325.pdf}, - link = {https://doi.org/10.1007%2F978-3-319-46448-0_2}, -} - -@Article{Liu2016b, - author = {Hao Liu and Yang Yang and Fumin Shen and Lixin Duan and Heng Tao Shen}, - title = {Recurrent Image Captioner: Describing Images with Spatial-Invariant Transformation and Attention Filtering}, - journal = {arxiv:1612.04949}, - year = {2016}, - file = {pdfs/1612.04949.pdf}, - link = {http://arxiv.org/abs/1612.04949v1}, -} - -@Article{Liu2016, - author = {Chenxi Liu and Junhua Mao and Fei Sha and Alan Yuille}, - title = {Attention Correctness in Neural Image Captioning}, - journal = {arxiv:1605.09553}, - year = {2016}, - file = {pdfs/1605.09553.pdf}, - link = {http://arxiv.org/abs/1605.09553v2}, -} - -@Article{Longpre2016, - author = {Shayne Longpre and Sabeek Pradhan and Caiming Xiong and Richard Socher}, - title = {A Way out of the Odyssey: Analyzing and Combining Recent Insights for LSTMs}, - journal = {arxiv:1611.05104}, - year = {2016}, - file = {pdfs/1611.05104.pdf}, - link = {http://arxiv.org/abs/1611.05104v2}, -} - -@Article{Lu2016, - author = {Jiasen Lu and Caiming Xiong and Devi Parikh and Richard Socher}, - title = {Knowing When to Look: Adaptive Attention via A Visual Sentinel for Image Captioning}, - journal = {arxiv:1612.01887}, - year = {2016}, - file = {pdfs/1612.01887.pdf}, - link = {http://arxiv.org/abs/1612.01887v2}, -} - -@Article{Makarenkov2016, - author = {Victor Makarenkov and Bracha Shapira and Lior Rokach}, - title = {Language Models with Pre-Trained (GloVe) Word Embeddings}, - journal = {arxiv:1610.03759}, - year = {2016}, - file = {pdfs/1610.03759.pdf}, - link = {http://arxiv.org/abs/1610.03759v2}, -} - -@Article{Mun2016, - author = {Jonghwan Mun and Minsu Cho and Bohyung Han}, - title = {Text-guided Attention Model for Image Captioning}, - journal = {arxiv:1612.03557}, - year = {2016}, - file = {pdfs/1612.03557.pdf}, - link = {http://arxiv.org/abs/1612.03557v1}, -} - -@Article{Dauphin2016, - author = {Yann N. Dauphin and Angela Fan and Michael Auli and David Grangier}, - title = {Language Modeling with Gated Convolutional Networks}, - journal = {arxiv:1612.08083}, - year = {2016}, - file = {pdfs/1612.08083.pdf}, - link = {http://arxiv.org/abs/1612.08083v3}, -} - -@Article{Norouzi2016, - author = {Mohammad Norouzi and Samy Bengio and Zhifeng Chen and Navdeep Jaitly and Mike Schuster and Yonghui Wu and Dale Schuurmans}, - title = {Reward Augmented Maximum Likelihood for Neural Structured Prediction}, - journal = {arxiv:1609.00150}, - year = {2016}, - file = {pdfs/1609.00150.pdf}, - link = {http://arxiv.org/abs/1609.00150v3}, -} - -@Article{Pedersoli2016, - author = {Marco Pedersoli and Thomas Lucas and Cordelia Schmid and Jakob Verbeek}, - title = {Areas of Attention for Image Captioning}, - journal = {arxiv:1612.01033}, - year = {2016}, - file = {pdfs/1612.01033.pdf}, - link = {http://arxiv.org/abs/1612.01033v2}, -} - -@Article{Ramanishka2016, - author = {Vasili Ramanishka and Abir Das and Jianming Zhang and Kate Saenko}, - title = {Top-down Visual Saliency Guided by Captions}, - journal = {arxiv:1612.07360}, - year = {2016}, - file = {pdfs/1612.07360.pdf}, - link = {http://arxiv.org/abs/1612.07360v2}, -} - -@Article{Redmon2016, - author = {Joseph Redmon and Ali Farhadi}, - title = {YOLO9000: Better, Faster, Stronger}, - journal = {arxiv:1612.08242}, - year = {2016}, - file = {pdfs/1612.08242.pdf}, - link = {http://arxiv.org/abs/1612.08242v1}, -} - -@InCollection{Rohrbach2016, - author = {Anna Rohrbach and Marcus Rohrbach and Ronghang Hu and Trevor Darrell and Bernt Schiele}, - title = {Grounding of Textual Phrases in Images by Reconstruction}, - booktitle = {Computer Vision {\textendash} {ECCV} 2016}, - publisher = {Springer International Publishing}, - year = {2016}, - pages = {817--834}, - doi = {10.1007/978-3-319-46448-0_49}, - file = {pdfs/1511.03745.pdf}, - link = {https://doi.org/10.1007%2F978-3-319-46448-0_49}, -} - -@Article{Ruder2016, - author = {Sebastian Ruder}, - title = {An overview of gradient descent optimization algorithms}, - journal = {arxiv:1609.04747}, - year = {2016}, - file = {pdfs/1609.04747.pdf}, - link = {http://arxiv.org/abs/1609.04747v2}, -} - -@Article{Tokmakov2016a, - author = {Pavel Tokmakov and Karteek Alahari and Cordelia Schmid}, - title = {Weakly-Supervised Semantic Segmentation using Motion Cues}, - journal = {arxiv:1603.07188}, - year = {2016}, - file = {pdfs/1603.07188.pdf}, - link = {http://arxiv.org/abs/1603.07188v3}, -} - -@Article{Tokmakov2016, - author = {Pavel Tokmakov and Karteek Alahari and Cordelia Schmid}, - title = {Learning Motion Patterns in Videos}, - journal = {arxiv:1612.07217}, - year = {2016}, - file = {pdfs/1612.07217.pdf}, - link = {http://arxiv.org/abs/1612.07217v2}, -} - -@Article{Serban2016, - author = {Iulian V. Serban and Alexander G. Ororbia II and Joelle Pineau and Aaron Courville}, - title = {Piecewise Latent Variables for Neural Variational Text Processing}, - journal = {arxiv:1612.00377}, - year = {2016}, - file = {pdfs/1612.00377.pdf}, - link = {http://arxiv.org/abs/1612.00377v4}, -} - -@Article{Venugopalan2016, - author = {Subhashini Venugopalan and Lisa Anne Hendricks and Marcus Rohrbach and Raymond Mooney and Trevor Darrell and Kate Saenko}, - title = {Captioning Images with Diverse Objects}, - journal = {arxiv:1606.07770}, - year = {2016}, - file = {pdfs/1606.07770.pdf}, - link = {http://arxiv.org/abs/1606.07770v3}, -} - -@Article{Venugopalan2016a, - author = {Subhashini Venugopalan and Lisa Anne Hendricks and Raymond Mooney and Kate Saenko}, - title = {Improving LSTM-based Video Description with Linguistic Knowledge Mined from Text}, - journal = {arxiv:1604.01729}, - year = {2016}, - file = {pdfs/1604.01729.pdf}, - link = {http://arxiv.org/abs/1604.01729v2}, -} - -@Article{Wiseman2016, - author = {Sam Wiseman and Alexander M. Rush}, - title = {Sequence-to-Sequence Learning as Beam-Search Optimization}, - journal = {arxiv:1606.02960}, - year = {2016}, - file = {pdfs/1606.02960.pdf}, - link = {http://arxiv.org/abs/1606.02960v2}, -} - -@Article{Wu2016, - author = {Qi Wu and Chunhua Shen and Anton van den Hengel and Peng Wang and Anthony Dick}, - title = {Image Captioning and Visual Question Answering Based on Attributes and External Knowledge}, - journal = {arxiv:1603.02814}, - year = {2016}, - file = {pdfs/1603.02814.pdf}, - link = {http://arxiv.org/abs/1603.02814v2}, -} - -@Article{Wu2016a, - author = {Yuhuai Wu and Saizheng Zhang and Ying Zhang and Yoshua Bengio and Ruslan Salakhutdinov}, - title = {On Multiplicative Integration with Recurrent Neural Networks}, - journal = {arxiv:1606.06630}, - year = {2016}, - file = {pdfs/1606.06630.pdf}, - link = {http://arxiv.org/abs/1606.06630v2}, -} - -@Article{Xiong2016, - author = {Caiming Xiong and Victor Zhong and Richard Socher}, - title = {Dynamic Coattention Networks For Question Answering}, - journal = {arxiv:1611.01604}, - year = {2016}, - file = {pdfs/1611.01604.pdf}, - link = {http://arxiv.org/abs/1611.01604v3}, -} - -@Article{Yang2016b, - author = {Zhilin Yang and Bhuwan Dhingra and Ye Yuan and Junjie Hu and William W. Cohen and Ruslan Salakhutdinov}, - title = {Words or Characters? Fine-grained Gating for Reading Comprehension}, - journal = {arxiv:1611.01724}, - year = {2016}, - file = {pdfs/1611.01724.pdf}, - link = {http://arxiv.org/abs/1611.01724v2}, -} - -@Article{Yang2016, - author = {Linjie Yang and Kevin Tang and Jianchao Yang and Li-Jia Li}, - title = {Dense Captioning with Joint Inference and Visual Context}, - journal = {arxiv:1611.06949}, - year = {2016}, - file = {pdfs/1611.06949.pdf}, - link = {http://arxiv.org/abs/1611.06949v2}, -} - -@Article{Yang2016a, - author = {Zhilin Yang and Ye Yuan and Yuexin Wu and Ruslan Salakhutdinov and William W. Cohen}, - title = {Review Networks for Caption Generation}, - journal = {arxiv:1605.07912}, - year = {2016}, - file = {pdfs/1605.07912.pdf}, - link = {http://arxiv.org/abs/1605.07912v4}, -} - -@Article{Yao2016, - author = {Ting Yao and Yingwei Pan and Yehao Li and Zhaofan Qiu and Tao Mei}, - title = {Boosting Image Captioning with Attributes}, - journal = {arxiv:1611.01646}, - year = {2016}, - file = {pdfs/1611.01646.pdf}, - link = {http://arxiv.org/abs/1611.01646v1}, -} - -@Article{Zhang2016, - author = {Han Zhang and Tao Xu and Hongsheng Li and Shaoting Zhang and Xiaogang Wang and Xiaolei Huang and Dimitris Metaxas}, - title = {StackGAN: Text to Photo-realistic Image Synthesis with Stacked Generative Adversarial Networks}, - journal = {arxiv:1612.03242}, - year = {2016}, - file = {pdfs/1612.03242.pdf}, - link = {http://arxiv.org/abs/1612.03242v2}, -} - -@Article{Zhou2016, - author = {Luowei Zhou and Chenliang Xu and Parker Koch and Jason J. Corso}, - title = {Watch What You Just Said: Image Captioning with Text-Conditional Attention}, - journal = {arxiv:1606.04621}, - year = {2016}, - file = {pdfs/1606.04621.pdf}, - link = {http://arxiv.org/abs/1606.04621v3}, -} - -@Article{Plummer2017, - author = {Bryan A. Plummer and Paige Kordas and M. Hadi Kiapour and Shuai Zheng and Robinson Piramuthu and Svetlana Lazebnik}, - title = {Conditional Image-Text Embedding Networks}, - journal = {arxiv:1711.08389}, - year = {2017}, - file = {pdfs/1711.08389.pdf}, - link = {http://arxiv.org/abs/1711.08389v1}, -} - -@Article{Anderson2017, - author = {Peter Anderson and Xiaodong He and Chris Buehler and Damien Teney and Mark Johnson and Stephen Gould and Lei Zhang}, - title = {Bottom-Up and Top-Down Attention for Image Captioning and Visual Question Answering}, - journal = {arxiv:1707.07998}, - year = {2017}, - file = {pdfs/1707.07998.pdf}, - link = {http://arxiv.org/abs/1707.07998v2}, -} - -@Article{Aneja2017, - author = {Jyoti Aneja and Aditya Deshpande and Alexander Schwing}, - title = {Convolutional Image Captioning}, - journal = {arxiv:1711.09151}, - year = {2017}, - file = {pdfs/1711.09151.pdf}, - link = {http://arxiv.org/abs/1711.09151v1}, -} - -@Article{Arora2017, - author = {Sanjeev Arora and Yi Zhang}, - title = {Do GANs actually learn the distribution? An empirical study}, - journal = {arxiv:1706.08224}, - year = {2017}, - file = {pdfs/1706.08224.pdf}, - link = {http://arxiv.org/abs/1706.08224v2}, -} - -@Article{Oliva2017, - author = {Junier B. Oliva and Barnabas Poczos and Jeff Schneider}, - title = {The Statistical Recurrent Unit}, - journal = {arxiv:1703.00381}, - year = {2017}, - file = {pdfs/1703.00381.pdf}, - link = {http://arxiv.org/abs/1703.00381v1}, -} - -@Article{Bahdanau2017, - author = {Dzmitry Bahdanau and Tom Bosc and Stanisław Jastrzębski and Edward Grefenstette and Pascal Vincent and Yoshua Bengio}, - title = {Learning to Compute Word Embeddings On the Fly}, - journal = {arxiv:1706.00286}, - year = {2017}, - file = {pdfs/1706.00286.pdf}, - link = {http://arxiv.org/abs/1706.00286v2}, -} - -@Article{Bahuleyan2017, - author = {Hareesh Bahuleyan and Lili Mou and Olga Vechtomova and Pascal Poupart}, - title = {Variational Attention for Sequence-to-Sequence Models}, - journal = {arxiv:1712.08207}, - year = {2017}, - file = {pdfs/1712.08207.pdf}, - link = {http://arxiv.org/abs/1712.08207v1}, -} - -@Article{Bojanowski2017, - author = {Piotr Bojanowski and Armand Joulin and David Lopez-Paz and Arthur Szlam}, - title = {Optimizing the Latent Space of Generative Networks}, - journal = {arxiv:1707.05776}, - year = {2017}, - file = {pdfs/1707.05776.pdf}, - link = {http://arxiv.org/abs/1707.05776v1}, -} - -@Article{Brarda2017, - author = {Sebastian Brarda and Philip Yeres and Samuel R. 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