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| Best Practices for Convolutional Neural Networks Applied to Visual Document Analysis Patrice Y. Simard, Dave Steinkraus, John Platt |
| Deep Learning in Neural Networks: An Overview Juergen Schmidhuber |
| Deep learning reading list |
| Deep learning resources for NLP |
| Deep learning resources. |
| Deep Learning University : an Annotated Deep Learning bibliography |
| Deep learning with COTS HPC systems Adam Coates, Brody Huval, Tao Wang, David J. Wu, Andrew Y. Ng |
| Deep Residual Learning for Image Recognition Kaiming He, Xiangyu Zhang, Shaoqing Ren, Jian Sun |
| Deep Sparse Rectier Neural Networks Xavier Glorot, Antoine Bordes, Yoshua Bengio |
| Deep Speech 2: End-to-End Speech Recognition in English and Mandarin Dario Amodei, Rishita Anubhai, Eric Battenberg, Carl Case, Jared Casper, Bryan Catanzaro, Jingdong Chen, Mike Chrzanowski, Adam Coates, Greg Diamos, Erich Elsen, Jesse Engel, Linxi Fan, Christopher Fougner, Tony Han, Awni Hannun, Billy Jun, ... |
| Do Deep Nets Really Need to be Deep? Lei Jimmy Ba, Rich Caruana |
| Efficient, reusable RNNs and LSTMs for torch Justin Johnson |
| End-To-End Memory Networks Sainbayar Sukhbaatar, Arthur Szlam, Jason Weston, Rob Fergus |
| Large Scale Distributed Deep Networks Jeffrey Dean, Greg S. Corrado, Rajat Monga, Kai Chen, Matthieu Devin, Quoc V. Le, Mark Z. Mao, Marc’Aurelio Ranzato, Andrew Senior, Paul Tucker, Ke Yang, Andrew Y. Ng |
| Natural language processing (NLP) applications for deep learning Yoshua Bengio |
| Papers accepted at the deep-learning workshop (@NIPS2014) |
| Recursive deep learning for natural language processing and computer vision Richard Socher |
| Simple Baseline for Visual Question Answering |
| Skip-thought vectors Ryan Kiros |
| Solving Verbal Comprehension Questions in IQ Test by Knowledge-Powered Word Embedding Huazheng Wang, Bin Gao, Jiang Bian, Fei Tian, Tie-Yan Liu |
| Teaching Machines to Read and Comprehend Karl Moritz Hermann, Tomáš Kočiský, Edward Grefenstette, Lasse Espeholt, Will Kay, Mustafa Suleyman, Phil Blunsom |
| Text Understanding from Scratch Xiang Zhang, Yann LeCun |
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