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transwarpio committed Jan 3, 2017
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**[8]** A Rusu, M Vecerik, Thomas Rothörl, N Heess, R Pascanu, R Hadsell."**Sim-to-Real Robot Learning from Pixels with Progressive Nets**." arXiv preprint arXiv:1610.04286 (2016). [[pdf]](https://arxiv.org/pdf/1610.04286.pdf) :star::star::star::star:

**[9]** Mirowski, Piotr, et al. "**Learning to navigate in complex environments**." arXiv preprint arXiv:1611.03673 (2016). [[pdf]](https://arxiv.org/pdf/1611.03673) :star::star::star::star:

## 3.7 Art

**[1]** Mordvintsev, Alexander; Olah, Christopher; Tyka, Mike (2015). "**Inceptionism: Going Deeper into Neural Networks**". Google Research. [[html]](https://research.googleblog.com/2015/06/inceptionism-going-deeper-into-neural.html) **(Deep Dream)**
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**[7]** Vincent Dumoulin, Jonathon Shlens and Manjunath Kudlur. "**A learned representation for artistic style**." arXiv preprint arXiv:1610.07629 (2016). [[pdf]](https://arxiv.org/pdf/1610.07629v1.pdf) :star::star::star::star:

## 3.8 Audio

## 3.9 Game

## 3.10 Knowledge Graph

## 3.11 Recommender Systems

## 3.12 Bioinformatics / Computational Biology

## 3.13 Neural Network Chip

## 3.14 Other Frontiers





## 3.8 Object Segmentation

**[1]** J. Long, E. Shelhamer, and T. Darrell, “**Fully convolutional networks for semantic segmentation**.” in CVPR, 2015. [[pdf]](https://arxiv.org/pdf/1411.4038v2.pdf) :star::star::star::star::star:

**[2]** L.-C. Chen, G. Papandreou, I. Kokkinos, K. Murphy, and A. L. Yuille. "**Semantic image segmentation with deep convolutional nets and fully connected crfs**." In ICLR, 2015. [[pdf]](https://arxiv.org/pdf/1606.00915v1.pdf) :star::star::star::star::star:

**[3]** Pinheiro, P.O., Collobert, R., Dollar, P. "**Learning to segment object candidates.**" In: NIPS. 2015. [[pdf]](https://arxiv.org/pdf/1506.06204v2.pdf) :star::star::star::star:

**[4]** Dai, J., He, K., Sun, J. "**Instance-aware semantic segmentation via multi-task network cascades**." in CVPR. 2016 [[pdf]](https://arxiv.org/pdf/1512.04412v1.pdf) :star::star::star:

**[5]** Dai, J., He, K., Sun, J. "**Instance-sensitive Fully Convolutional Networks**." arXiv preprint arXiv:1603.08678 (2016). [[pdf]](https://arxiv.org/pdf/1603.08678v1.pdf) :star::star::star:


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