Title
End-to-end Learning of Cost-Volume Aggregation for Real-time Dense Stereo Andrey Kuzmin Dmitry Mikushin Victor Lempitsky 3DV 10 24 0 17 Nov 2016
Knowledge Enhanced Hybrid Neural Network for Text Matching Yu-Huan Wu Wei Wu Zhoujun Li Ming Zhou 27 41 0 15 Nov 2016
On the Quantitative Analysis of Decoder-Based Generative Models Yuhuai Wu Yuri Burda Ruslan Salakhutdinov Roger C. Grosse GAN 22 223 0 14 Nov 2016
Joint Multimodal Learning with Deep Generative Models Masahiro Suzuki Kotaro Nakayama Y. Matsuo DRL GAN 32 222 0 07 Nov 2016
A Differentiable Physics Engine for Deep Learning in Robotics Jonas Degrave Michiel Hermans J. Dambre Francis Wyffels PINN AI4CE 21 226 0 05 Nov 2016
Estimating Causal Direction and Confounding of Two Discrete Variables Krzysztof Chalupka F. Eberhardt Pietro Perona CML 20 8 0 04 Nov 2016
Sparsely-Connected Neural Networks: Towards Efficient VLSI Implementation of Deep Neural Networks A. Ardakani C. Condo W. Gross 30 40 0 04 Nov 2016
Using a Deep Reinforcement Learning Agent for Traffic Signal Control Wade Genders S. Razavi 20 282 0 03 Nov 2016
The Concrete Distribution: A Continuous Relaxation of Discrete Random Variables Chris J. Maddison A. Mnih Yee Whye Teh BDL 24 2,505 0 02 Nov 2016
Edward: A library for probabilistic modeling, inference, and criticism Dustin Tran A. Kucukelbir Adji Bousso Dieng Maja R. Rudolph Dawen Liang David M. Blei 16 300 0 31 Oct 2016
Professor Forcing: A New Algorithm for Training Recurrent Networks Alex Lamb Anirudh Goyal Ying Zhang Saizheng Zhang Aaron Courville Yoshua Bengio GAN 66 588 0 27 Oct 2016
Icon: An Interactive Approach to Train Deep Neural Networks for Segmentation of Neuronal Structures Felix Gonda V. Kaynig T. Jones D. Haehn J. Lichtman T. Parag Hanspeter Pfister 19 6 0 27 Oct 2016
Towards K-means-friendly Spaces: Simultaneous Deep Learning and Clustering Bo Yang Xiao Fu N. Sidiropoulos Mingyi Hong DRL 16 864 0 15 Oct 2016
Automatic chemical design using a data-driven continuous representation of molecules Rafael Gómez-Bombarelli Jennifer N. Wei David Duvenaud José Miguel Hernández-Lobato Benjamín Sánchez-Lengeling Dennis Sheberla J. Aguilera-Iparraguirre Timothy D. Hirzel Ryan P. Adams Alán Aspuru-Guzik 3DV 70 2,885 0 07 Oct 2016
Temporal Ensembling for Semi-Supervised Learning S. Laine Timo Aila UQCV 78 2,523 0 07 Oct 2016
DeepGaze II: Reading fixations from deep features trained on object recognition Matthias Kümmerer Thomas S. A. Wallis Matthias Bethge 29 287 0 05 Oct 2016
X-CNN: Cross-modal Convolutional Neural Networks for Sparse Datasets Petar Velickovic Duo Wang Nicholas D. Lane Pietro Lio 26 31 0 01 Oct 2016
Deep Spatio-Temporal Residual Networks for Citywide Crowd Flows Prediction Junbo Zhang Yu Zheng Dekang Qi 3DPC AI4TS 33 2,024 0 01 Oct 2016
Structured Inference Networks for Nonlinear State Space Models Rahul G. Krishnan Uri Shalit David Sontag BDL 16 452 0 30 Sep 2016
Learning from the Hindsight Plan -- Episodic MPC Improvement Aviv Tamar G. Thomas Tianhao Zhang Sergey Levine Pieter Abbeel 32 64 0 28 Sep 2016
Modelling Radiological Language with Bidirectional Long Short-Term Memory Networks Savelie Cornegruta R. Bakewell S. Withey Giovanni Montana MedIm 26 79 0 27 Sep 2016
Neural Photo Editing with Introspective Adversarial Networks Andrew Brock Theodore Lim J. Ritchie Nick Weston GAN 27 457 0 22 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 27 101 0 21 Sep 2016
Convolutional Recurrent Neural Networks for Music Classification Keunwoo Choi Gyorgy Fazekas Mark Sandler Kyunghyun Cho 15 476 0 14 Sep 2016
Stealing Machine Learning Models via Prediction APIs Florian Tramèr Fan Zhang Ari Juels Michael K. Reiter Thomas Ristenpart SILM MLAU 17 1,787 0 09 Sep 2016
Hierarchical Multiscale Recurrent Neural Networks Junyoung Chung Sungjin Ahn Yoshua Bengio BDL 40 534 0 06 Sep 2016
A deep learning model for estimating story points Morakot Choetkiertikul Hoa Dam T. Tran Trang Pham A. Ghose Tim Menzies 24 170 0 02 Sep 2016
Benchmarking State-of-the-Art Deep Learning Software Tools S. Shi Qiang-qiang Wang Pengfei Xu Xiaowen Chu BDL 14 327 0 25 Aug 2016
Inverting Variational Autoencoders for Improved Generative Accuracy I. Gemp Ishan Durugkar M. Parente M. Dyar Sridhar Mahadevan DRL GAN 26 3 0 21 Aug 2016
Mollifying Networks Çağlar Gülçehre Marcin Moczulski Francesco Visin Yoshua Bengio 23 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 29 24 0 17 Aug 2016
Generative and Discriminative Voxel Modeling with Convolutional Neural Networks Andrew Brock Theodore Lim J. Ritchie Nick Weston 26 577 0 15 Aug 2016
The Importance of Skip Connections in Biomedical Image Segmentation M. Drozdzal Eugene Vorontsov Gabriel Chartrand Samuel Kadoury C. Pal MedIm 35 1,035 0 14 Aug 2016
Towards cross-lingual distributed representations without parallel text trained with adversarial autoencoders Antonio Valerio Miceli Barone 16 120 0 09 Aug 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 57 635 0 24 Jul 2016
Layer Normalization Jimmy Lei Ba J. Kiros Geoffrey E. Hinton 52 10,307 0 21 Jul 2016
Attention-over-Attention Neural Networks for Reading Comprehension Yiming Cui Z. Chen Si Wei Shijin Wang Ting Liu Guoping Hu AIMat 27 437 0 15 Jul 2016
Charagram: Embedding Words and Sentences via Character n-grams John Wieting Joey Tianyi Zhou Kevin Gimpel Karen Livescu NAI GNN 24 193 0 10 Jul 2016
Explaining Deep Convolutional Neural Networks on Music Classification Keunwoo Choi Gyorgy Fazekas Mark Sandler MGen 25 46 0 08 Jul 2016
Consensus Attention-based Neural Networks for Chinese Reading Comprehension Yiming Cui Ting Liu Z. Chen Shijin Wang Guoping Hu 19 87 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 17 27 0 01 Jul 2016
Dynamic Neural Turing Machine with Soft and Hard Addressing Schemes Çağlar Gülçehre A. Chandar Kyunghyun Cho Yoshua Bengio 20 64 0 30 Jun 2016
Improved Recurrent Neural Networks for Session-based Recommendations Yong Kiam Tan Xinxing Xu Yong-Jin Liu 26 732 0 27 Jun 2016
Tagger: Deep Unsupervised Perceptual Grouping Klaus Greff Antti Rasmus Mathias Berglund T. Hao Jürgen Schmidhuber Harri Valpola OCL 29 161 0 21 Jun 2016
On Multiplicative Integration with Recurrent Neural Networks Yuhuai Wu Saizheng Zhang Wenjie Qu Yoshua Bengio Ruslan Salakhutdinov 34 154 0 21 Jun 2016
Convolutional Residual Memory Networks Joel Ruben Antony Moniz C. Pal 28 23 0 16 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 19 122 0 08 Jun 2016
Gated Word-Character Recurrent Language Model Yasumasa Onoe Kyunghyun Cho RALM KELM 22 106 0 06 Jun 2016
End-to-end LSTM-based dialog control optimized with supervised and reinforcement learning Jason D. Williams Geoffrey Zweig OffRL 8 154 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 119 1,233 0 02 Jun 2016