Update captioning papers

README.md

@@ -186,10 +186,28 @@ Please feel free to [pull requests](https://github.com/kjw0612/awesome-deep-visi
       * Andrej Karpathy, Li Fei-Fei, Deep Visual-Semantic Alignments for Generating Image Description, CVPR, 2015.
    * UML / UT [[Paper]](http://arxiv.org/pdf/1412.4729)
       * Subhashini Venugopalan, Huijuan Xu, Jeff Donahue, Marcus Rohrbach, Raymond Mooney, Kate Saenko, Translating Videos to Natural Language Using Deep Recurrent Neural Networks, NAACL-HLT, 2015. 
-   * CMU / Microsoft [[Paper]](http://arxiv.org/pdf/1411.5654)
+   * CMU / Microsoft [[Paper-arXiv]](http://arxiv.org/pdf/1411.5654) [[Paper-CVPR]](http://www.cs.cmu.edu/~xinleic/papers/cvpr15_rnn.pdf)
       * Xinlei Chen, C. Lawrence Zitnick, Learning a Recurrent Visual Representation for Image Caption Generation, arXiv:1411.5654.
+      * Xinlei Chen, C. Lawrence Zitnick, Mind’s Eye: A Recurrent Visual Representation for Image Caption Generation, CVPR 2015
    * Microsoft [[Paper]](http://arxiv.org/pdf/1411.4952)
       * Hao Fang, Saurabh Gupta, Forrest Iandola, Rupesh Srivastava, Li Deng, Piotr Dollár, Jianfeng Gao, Xiaodong He, Margaret Mitchell, John C. Platt, C. Lawrence Zitnick, Geoffrey Zweig, From Captions to Visual Concepts and Back, CVPR, 2015. 
+   * Univ. Montreal / Univ. Toronto [[Web](http://kelvinxu.github.io/projects/capgen.html)] [[Paper](http://www.cs.toronto.edu/~zemel/documents/captionAttn.pdf)]
+      * Kelvin Xu, Jimmy Lei Ba, Ryan Kiros, Kyunghyun Cho, Aaron Courville, Ruslan Salakhutdinov, Richard S. Zemel, Yoshua Bengio, Show, Attend, and Tell: Neural Image Caption Generation with Visual Attention, arXiv:1502.03044 / ICML 2015
+   * Idiap / EPFL / Facebook [[Paper](http://arxiv.org/pdf/1502.03671)]
+      * Remi Lebret, Pedro O. Pinheiro, Ronan Collobert, Phrase-based Image Captioning, arXiv:1502.03671 / ICML 2015
+   * UCLA / Baidu [[Paper](http://arxiv.org/pdf/1504.06692)]
+      * Junhua Mao, Wei Xu, Yi Yang, Jiang Wang, Zhiheng Huang, Alan L. Yuille, Learning like a Child: Fast Novel Visual Concept Learning from Sentence Descriptions of Images, arXiv:1504.06692
+   * MS + Berkeley
+      * Jacob Devlin, Saurabh Gupta, Ross Girshick, Margaret Mitchell, C. Lawrence Zitnick, Exploring Nearest Neighbor Approaches for Image Captioning, arXiv:1505.04467 [[Paper](http://arxiv.org/pdf/1505.04467.pdf)]
+      * Jacob Devlin, Hao Cheng, Hao Fang, Saurabh Gupta, Li Deng, Xiaodong He, Geoffrey Zweig, Margaret Mitchell, Language Models for Image Captioning: The Quirks and What Works, arXiv:1505.01809 [[Paper](http://arxiv.org/pdf/1505.01809.pdf)]
+   * Adelaide [[Paper](http://arxiv.org/pdf/1506.01144.pdf)]
+      * Qi Wu, Chunhua Shen, Anton van den Hengel, Lingqiao Liu, Anthony Dick, Image Captioning with an Intermediate Attributes Layer, arXiv:1506.01144
+   * Tilburg [[Paper](http://arxiv.org/pdf/1506.03694.pdf)]
+      * Grzegorz Chrupala, Akos Kadar, Afra Alishahi, Learning language through pictures, arXiv:1506.03694
+   * Univ. Montreal [[Paper](http://arxiv.org/pdf/1507.01053.pdf)]
+      * Kyunghyun Cho, Aaron Courville, Yoshua Bengio, Describing Multimedia Content using Attention-based Encoder-Decoder Networks, arXiv:1507.01053
+   * Cornell [[Paper](http://arxiv.org/pdf/1508.02091.pdf)]
+      * Jack Hessel, Nicolas Savva, Michael J. Wilber, Image Representations and New Domains in Neural Image Captioning, arXiv:1508.02091 
 
 ### Video Captioning
 * Berkeley [[Web]](http://jeffdonahue.com/lrcn/) [[Paper]](http://arxiv.org/pdf/1411.4389.pdf)
@@ -200,6 +218,15 @@ Please feel free to [pull requests](https://github.com/kjw0612/awesome-deep-visi
   * Yingwei Pan, Tao Mei, Ting Yao, Houqiang Li, Yong Rui, Joint Modeling Embedding and Translation to Bridge Video and Language, arXiv:1505.01861.
 * UT / Berkeley / UML [[Paper]](http://arxiv.org/pdf/1505.00487)
   * Subhashini Venugopalan, Marcus Rohrbach, Jeff Donahue, Raymond Mooney, Trevor Darrell, Kate Saenko, Sequence to Sequence--Video to Text, arXiv:1505.00487.
+* Univ. Montreal / Univ. Sherbrooke [[Paper](http://arxiv.org/pdf/1502.08029.pdf)]
+  * Li Yao, Atousa Torabi, Kyunghyun Cho, Nicolas Ballas, Christopher Pal, Hugo Larochelle, Aaron Courville, Describing Videos by Exploiting Temporal Structure, arXiv:1502.08029
+* MPI / Berkeley [[Paper](http://arxiv.org/pdf/1506.01698.pdf)]
+  * Anna Rohrbach, Marcus Rohrbach, Bernt Schiele, The Long-Short Story of Movie Description, arXiv:1506.01698
+* Univ. Toronto / MIT [[Paper](http://arxiv.org/pdf/1506.06724.pdf)]
+  * Yukun Zhu, Ryan Kiros, Richard Zemel, Ruslan Salakhutdinov, Raquel Urtasun, Antonio Torralba, Sanja Fidler, Aligning Books and Movies: Towards Story-like Visual Explanations by Watching Movies and Reading Books, arXiv:1506.06724
+* Univ. Montreal [[Paper](http://arxiv.org/pdf/1507.01053.pdf)]
+  * Kyunghyun Cho, Aaron Courville, Yoshua Bengio, Describing Multimedia Content using Attention-based Encoder-Decoder Networks, arXiv:1507.01053
+
 
 ### Question Answering
 ![question_answering](https://cloud.githubusercontent.com/assets/5226447/8452068/ffe7b1f6-2022-11e5-87ab-4f6d4696c220.PNG)