Title
Lexicon-Free Fingerspelling Recognition from Video: Data, Models, and Signer Adaptation Taehwan Kim J. Keane Weiran Wang Hao Tang Jason Riggle Gregory Shakhnarovich D. Brentari Karen Livescu 71 53 0 26 Sep 2016
Neural Photo Editing with Introspective Adversarial Networks Andrew Brock Theodore Lim J. Ritchie Nick Weston GAN 96 459 0 22 Sep 2016
SoftTarget Regularization: An Effective Technique to Reduce Over-Fitting in Neural Networks Armen Aghajanyan 68 16 0 21 Sep 2016
Production-Level Facial Performance Capture Using Deep Convolutional Neural Networks S. Laine Tero Karras Timo Aila Antti Herva Shunsuke Saito Ronald Yu Hao Li J. Lehtinen CVBM 3DH 97 100 0 21 Sep 2016
Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network C. Ledig Lucas Theis Ferenc Huszár Jose Caballero Andrew Cunningham ... Andrew P. Aitken Alykhan Tejani J. Totz Zehan Wang Wenzhe Shi GAN 470 10,753 0 15 Sep 2016
Convolutional Recurrent Neural Networks for Music Classification Keunwoo Choi Gyorgy Fazekas Mark Sandler Kyunghyun Cho 432 477 0 14 Sep 2016
Stealing Machine Learning Models via Prediction APIs Florian Tramèr Fan Zhang Ari Juels Michael K. Reiter Thomas Ristenpart SILM MLAU 122 1,817 0 09 Sep 2016
Hierarchical Multiscale Recurrent Neural Networks Junyoung Chung Sungjin Ahn Yoshua Bengio BDL 149 538 0 06 Sep 2016
Generic Inference in Latent Gaussian Process Models Edwin V. Bonilla K. Krauth Amir Dezfouli BDL 74 28 0 02 Sep 2016
A deep learning model for estimating story points Morakot Choetkiertikul Hoa Dam T. Tran Trang Pham A. Ghose Tim Menzies 74 173 0 02 Sep 2016
Benchmarking State-of-the-Art Deep Learning Software Tools Shaoshuai Shi Qiang-qiang Wang Pengfei Xu Xiaowen Chu BDL 135 330 0 25 Aug 2016
Recurrent Neural Networks With Limited Numerical Precision Joachim Ott Zhouhan Lin Yanzhe Zhang Shih-Chii Liu Yoshua Bengio MQ 111 77 0 24 Aug 2016
Inverting Variational Autoencoders for Improved Generative Accuracy I. Gemp Ishan Durugkar M. Parente M. Dyar Sridhar Mahadevan DRL GAN 46 3 0 21 Aug 2016
Mollifying Networks Çağlar Gülçehre Marcin Moczulski Francesco Visin Yoshua Bengio 97 46 0 17 Aug 2016
A Convolutional Autoencoder for Multi-Subject fMRI Data Aggregation Po-Hsuan Chen Xia Zhu Hejia Zhang Javier S. Turek Janice Chen Theodore L. Willke Uri Hasson Peter J. Ramadge 59 24 0 17 Aug 2016
Generative and Discriminative Voxel Modeling with Convolutional Neural Networks Andrew Brock Theodore Lim J. Ritchie Nick Weston 98 586 0 15 Aug 2016
The Importance of Skip Connections in Biomedical Image Segmentation M. Drozdzal Eugene Vorontsov Gabriel Chartrand Samuel Kadoury C. Pal MedIm 103 1,051 0 14 Aug 2016
Towards cross-lingual distributed representations without parallel text trained with adversarial autoencoders Antonio Valerio Miceli Barone 82 120 0 09 Aug 2016
Learning Tree-Structured Detection Cascades for Heterogeneous Networks of Embedded Devices Hamid Dadkhahi Benjamin M. Marlin 20 2 0 30 Jul 2016
An Actor-Critic Algorithm for Sequence Prediction Dzmitry Bahdanau Philemon Brakel Kelvin Xu Anirudh Goyal Ryan J. Lowe Joelle Pineau Aaron Courville Yoshua Bengio 167 640 0 24 Jul 2016
Layer Normalization Jimmy Lei Ba J. Kiros Geoffrey E. Hinton 450 10,570 0 21 Jul 2016
Context Matters: Refining Object Detection in Video with Recurrent Neural Networks Subarna Tripathi Zachary Chase Lipton Serge J. Belongie Truong Thao Nguyen ObjD 133 63 0 15 Jul 2016
Attention-over-Attention Neural Networks for Reading Comprehension Yiming Cui Zhongfu Chen Si Wei Shijin Wang Ting Liu Guoping Hu AIMat 97 441 0 15 Jul 2016
Charagram: Embedding Words and Sentences via Character n-grams John Wieting Joey Tianyi Zhou Kevin Gimpel Karen Livescu NAI GNN 169 193 0 10 Jul 2016
Explaining Deep Convolutional Neural Networks on Music Classification Keunwoo Choi Gyorgy Fazekas Mark Sandler MGen 164 46 0 08 Jul 2016
Automated 5-year Mortality Prediction using Deep Learning and Radiomics Features from Chest Computed Tomography G. Carneiro Luke Oakden-Rayner A. Bradley Jacinto C. Nascimento L. Palmer 28 27 0 01 Jul 2016
Dynamic Neural Turing Machine with Soft and Hard Addressing Schemes Çağlar Gülçehre A. Chandar Kyunghyun Cho Yoshua Bengio 155 64 0 30 Jun 2016
Improved Recurrent Neural Networks for Session-based Recommendations Yong Kiam Tan Xinxing Xu Yong-Jin Liu 71 748 0 27 Jun 2016
Tagger: Deep Unsupervised Perceptual Grouping Klaus Greff Antti Rasmus Mathias Berglund T. Hao Jürgen Schmidhuber Harri Valpola OCL 119 161 0 21 Jun 2016
On Multiplicative Integration with Recurrent Neural Networks Yuhuai Wu Saizheng Zhang Yanzhe Zhang Yoshua Bengio Ruslan Salakhutdinov 83 156 0 21 Jun 2016
Convolutional Residual Memory Networks Joel Ruben Antony Moniz C. Pal 89 23 0 16 Jun 2016
Siamese CBOW: Optimizing Word Embeddings for Sentence Representations Tom Kenter Alexey Borisov Maarten de Rijke 153 266 0 15 Jun 2016
Learning overcomplete, low coherence dictionaries with linear inference J. Livezey Alejandro F. Bujan Friedrich T. Sommer 61 2 0 10 Jun 2016
Continuously Learning Neural Dialogue Management Pei-hao Su Milica Gasic N. Mrksic L. Rojas-Barahona Stefan Ultes David Vandyke Tsung-Hsien Wen S. Young 91 122 0 08 Jun 2016
Deep Learning Convolutional Networks for Multiphoton Microscopy Vasculature Segmentation Petteri Teikari Marc A. Santos Charissa Poon K. Hynynen 3DV 97 48 0 08 Jun 2016
Towards a Neural Statistician Harrison Edwards Amos Storkey BDL 166 428 0 07 Jun 2016
Gated Word-Character Recurrent Language Model Yasumasa Onoe Kyunghyun Cho RALM KELM 105 106 0 06 Jun 2016
Gated-Attention Readers for Text Comprehension Bhuwan Dhingra Hanxiao Liu Zhilin Yang William W. Cohen Ruslan Salakhutdinov 78 417 0 05 Jun 2016
Zoneout: Regularizing RNNs by Randomly Preserving Hidden Activations David M. Krueger Tegan Maharaj János Kramár Mohammad Pezeshki Nicolas Ballas Nan Rosemary Ke Anirudh Goyal Yoshua Bengio Aaron Courville C. Pal 118 318 0 03 Jun 2016
End-to-end LSTM-based dialog control optimized with supervised and reinforcement learning Jason D. Williams Geoffrey Zweig OffRL 68 156 0 03 Jun 2016
DeepSurv: Personalized Treatment Recommender System Using A Cox Proportional Hazards Deep Neural Network Jared Katzman Uri Shaham Jonathan Bates A. Cloninger Tingting Jiang Y. Kluger BDL CML OOD 504 1,273 0 02 Jun 2016
Multiresolution Recurrent Neural Networks: An Application to Dialogue Response Generation Iulian Serban Tim Klinger Gerald Tesauro Kartik Talamadupula Bowen Zhou Yoshua Bengio Aaron Courville 82 190 0 02 Jun 2016
Adversarially Learned Inference Vincent Dumoulin Ishmael Belghazi Ben Poole Olivier Mastropietro Alex Lamb Martín Arjovsky Aaron Courville GAN 249 1,316 0 02 Jun 2016
Asynchrony begets Momentum, with an Application to Deep Learning Jeff Donahue Philipp Krahenbuhl Stefan Hadjis Christopher Ré 167 143 0 31 May 2016
Does Multimodality Help Human and Machine for Translation and Image Captioning? Ozan Caglayan Walid Aransa Yaxing Wang Marc Masana Mercedes García-Martínez Fethi Bougares Loïc Barrault Joost van de Weijer 122 86 0 30 May 2016
TensorFlow: A system for large-scale machine learning Martín Abadi P. Barham Jianmin Chen Zhiwen Chen Andy Davis ... Vijay Vasudevan Pete Warden Martin Wicke Yuan Yu Xiaoqiang Zhang GNN AI4CE 675 18,428 0 27 May 2016
Theano-MPI: a Theano-based Distributed Training Framework He Ma Fei Mao Graham W. Taylor GNN 62 49 0 26 May 2016
Robust Large Margin Deep Neural Networks Jure Sokolić Raja Giryes Guillermo Sapiro M. Rodrigues 106 309 0 26 May 2016
Deep Predictive Coding Networks for Video Prediction and Unsupervised Learning William Lotter Gabriel Kreiman David D. Cox SSL 150 936 0 25 May 2016
Asymptotically exact inference in differentiable generative models Matthew M. Graham Amos J. Storkey BDL 189 33 0 25 May 2016