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Expand Up @@ -228,29 +228,26 @@ I would continue adding papers to this roadmap.

**[81]** Nam, Hyeonseob, Mooyeol Baek, and Bohyung Han. "**Modeling and Propagating CNNs in a Tree Structure for Visual Tracking**." arXiv preprint arXiv:1608.07242 (2016). [[pdf]](https://arxiv.org/pdf/1608.07242) **(VOT2016 Winner,TCNN)** :star::star::star::star:




## 3.4 Image/Video Caption
**[75]** Farhadi,Ali,etal. "**Every picture tells a story: Generating sentences from images**". In Computer VisionECCV 2010. Springer Berlin Heidelberg:15-29, 2010. [[pdf]](https://www.cs.cmu.edu/~afarhadi/papers/sentence.pdf)
**[82]** Farhadi,Ali,etal. "**Every picture tells a story: Generating sentences from images**". In Computer VisionECCV 2010. Springer Berlin Heidelberg:15-29, 2010. [[pdf]](https://www.cs.cmu.edu/~afarhadi/papers/sentence.pdf) :star::star::star:

**[76]** Kulkarni, Girish, et al. "**Baby talk: Understanding and generating image descriptions**". In Proceedings of the 24th CVPR, 2011. [[pdf]](http://tamaraberg.com/papers/generation_cvpr11.pdf):star::star::star::star:
**[83]** Kulkarni, Girish, et al. "**Baby talk: Understanding and generating image descriptions**". In Proceedings of the 24th CVPR, 2011. [[pdf]](http://tamaraberg.com/papers/generation_cvpr11.pdf):star::star::star::star:

**[77]** Vinyals, Oriol, et al. "**Show and tell: A neural image caption generator**". In arXiv preprint arXiv:1411.4555, 2014.[[pdf]](https://arxiv.org/pdf/1411.4555.pdf):star::star::star:
**[84]** Vinyals, Oriol, et al. "**Show and tell: A neural image caption generator**". In arXiv preprint arXiv:1411.4555, 2014.[[pdf]](https://arxiv.org/pdf/1411.4555.pdf):star::star::star:

**[78]** Donahue, Jeff, et al. "**Long-term recurrent convolutional networks for visual recognition and description**". In arXiv preprint arXiv:1411.4389 ,2014. [[pdf]](https://arxiv.org/pdf/1411.4389.pdf)
**[85]** Donahue, Jeff, et al. "**Long-term recurrent convolutional networks for visual recognition and description**". In arXiv preprint arXiv:1411.4389 ,2014. [[pdf]](https://arxiv.org/pdf/1411.4389.pdf)

**[79]** Karpathy, Andrej, and Li Fei-Fei. "**Deep visual-semantic alignments for generating image descriptions**". In arXiv preprint arXiv:1412.2306, 2014. [[pdf]](https://cs.stanford.edu/people/karpathy/cvpr2015.pdf):star::star::star::star::star:
**[86]** Karpathy, Andrej, and Li Fei-Fei. "**Deep visual-semantic alignments for generating image descriptions**". In arXiv preprint arXiv:1412.2306, 2014. [[pdf]](https://cs.stanford.edu/people/karpathy/cvpr2015.pdf):star::star::star::star::star:

**[80]** Karpathy, Andrej, Armand Joulin, and Fei Fei F. Li. "**Deep fragment embeddings for bidirectional image sentence mapping**". In Advances in neural information processing systems, 2014. [[pdf]](https://arxiv.org/pdf/1406.5679v1.pdf):star::star::star::star:
**[87]** Karpathy, Andrej, Armand Joulin, and Fei Fei F. Li. "**Deep fragment embeddings for bidirectional image sentence mapping**". In Advances in neural information processing systems, 2014. [[pdf]](https://arxiv.org/pdf/1406.5679v1.pdf):star::star::star::star:

**[81]** Fang, Hao, et al. "**From captions to visual concepts and back**". In arXiv preprint arXiv:1411.4952, 2014. [[pdf]](https://arxiv.org/pdf/1411.4952v3.pdf):star::star::star::star::star:
**[88]** Fang, Hao, et al. "**From captions to visual concepts and back**". In arXiv preprint arXiv:1411.4952, 2014. [[pdf]](https://arxiv.org/pdf/1411.4952v3.pdf):star::star::star::star::star:

**[82]** Chen, Xinlei, and C. Lawrence Zitnick. "**Learning a recurrent visual representation for image caption generation**". In arXiv preprint arXiv:1411.5654, 2014. [[pdf]](https://arxiv.org/pdf/1411.5654v1.pdf):star::star::star::star:
**[89]** Chen, Xinlei, and C. Lawrence Zitnick. "**Learning a recurrent visual representation for image caption generation**". In arXiv preprint arXiv:1411.5654, 2014. [[pdf]](https://arxiv.org/pdf/1411.5654v1.pdf):star::star::star::star:

**[83]** Mao, Junhua, et al. "**Deep captioning with multimodal recurrent neural networks (m-rnn)**". In arXiv preprint arXiv:1412.6632, 2014.[[pdf]](https://arxiv.org/pdf/1412.6632v5.pdf):star::star::star:
**[90]** Mao, Junhua, et al. "**Deep captioning with multimodal recurrent neural networks (m-rnn)**". In arXiv preprint arXiv:1412.6632, 2014.[[pdf]](https://arxiv.org/pdf/1412.6632v5.pdf):star::star::star:

**[84]** Xu, Kelvin, et al. "**Show, attend and tell: Neural image caption generation with visual attention**". In arXiv preprint arXiv:1502.03044, 2015. [[pdf]](https://arxiv.org/pdf/1502.03044v3.pdf):star::star::star::star::star:
**[92]** Xu, Kelvin, et al. "**Show, attend and tell: Neural image caption generation with visual attention**". In arXiv preprint arXiv:1502.03044, 2015. [[pdf]](https://arxiv.org/pdf/1502.03044v3.pdf):star::star::star::star::star:

## 3.5 Machine Translation

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