Title
Ristretto: Hardware-Oriented Approximation of Convolutional Neural Networks Philipp Gysel 90 127 0 20 May 2016
Fast $ε$ -free Inference of Simulation Models with Bayesian Conditional Density Estimation George Papamakarios Iain Murray TPM 200 158 0 20 May 2016
A Hierarchical Latent Variable Encoder-Decoder Model for Generating Dialogues Iulian Serban Alessandro Sordoni Ryan J. Lowe Laurent Charlin Joelle Pineau Aaron Courville Yoshua Bengio BDL 186 1,108 0 19 May 2016
Neural Autoregressive Distribution Estimation Benigno Uria Marc-Alexandre Côté Karol Gregor Iain Murray Hugo Larochelle 105 314 0 07 May 2016
LSTM with Working Memory Andrew Pulver Siwei Lyu RALM KELM 48 68 0 06 May 2016
Spatial Attention Deep Net with Partial PSO for Hierarchical Hybrid Hand Pose Estimation Qianru Ye Shanxin Yuan Tae-Kyun Kim 3DH 91 156 0 12 Apr 2016
Recurrent Batch Normalization Tim Cooijmans Nicolas Ballas César Laurent Çağlar Gülçehre Aaron Courville ODL 120 411 0 30 Mar 2016
Pointing the Unknown Words Çağlar Gülçehre Sungjin Ahn Ramesh Nallapati Bowen Zhou Yoshua Bengio 97 525 0 26 Mar 2016
Generating Factoid Questions With Recurrent Neural Networks: The 30M Factoid Question-Answer Corpus Iulian Serban Alberto García-Durán Çağlar Gülçehre Sungjin Ahn A. Chandar Aaron Courville Yoshua Bengio LRM 95 289 0 22 Mar 2016
A Character-Level Decoder without Explicit Segmentation for Neural Machine Translation Junyoung Chung Kyunghyun Cho Yoshua Bengio 116 333 0 19 Mar 2016
A Fast Unified Model for Parsing and Sentence Understanding Samuel R. Bowman Jon Gauthier Abhinav Rastogi Raghav Gupta Christopher D. Manning Christopher Potts 86 314 0 19 Mar 2016
Pymanopt: A Python Toolbox for Optimization on Manifolds using Automatic Differentiation James Townsend Niklas Koep S. Weichwald 110 250 0 10 Mar 2016
Automatic Differentiation Variational Inference A. Kucukelbir Dustin Tran Rajesh Ranganath Andrew Gelman David M. Blei 144 721 0 02 Mar 2016
Architectural Complexity Measures of Recurrent Neural Networks Saizheng Zhang Yuhuai Wu Tong Che Zhouhan Lin Roland Memisevic Ruslan Salakhutdinov Yoshua Bengio GNN 124 155 0 26 Feb 2016
Value Iteration Networks Aviv Tamar Yi Wu G. Thomas Sergey Levine Pieter Abbeel 162 657 0 09 Feb 2016
Practical Black-Box Attacks against Machine Learning Nicolas Papernot Patrick McDaniel Ian Goodfellow S. Jha Z. Berkay Celik A. Swami MLAU AAML 129 3,694 0 08 Feb 2016
Ladder Variational Autoencoders C. Sønderby T. Raiko Lars Maaløe Søren Kaae Sønderby Ole Winther BDL DRL 185 917 0 06 Feb 2016
Matrix Neural Networks Junbin Gao Yi Guo Zhiyong Wang 77 28 0 15 Jan 2016
Scalable Gradient-Based Tuning of Continuous Regularization Hyperparameters Jelena Luketina Mathias Berglund Klaus Greff T. Raiko 102 174 0 20 Nov 2015
Modeling the Temporal Nature of Human Behavior for Demographics Prediction Bjarke Felbo P. Sundsøy Alex Pentland Sune Lehmann Yves-Alexandre de Montjoye 33 15 0 20 Nov 2015
Dynamic Sum Product Networks for Tractable Inference on Sequence Data (Extended Version) Mazen Melibari Pascal Poupart Prashant Doshi George Trimponias TPM 61 27 0 13 Nov 2015
RATM: Recurrent Attentive Tracking Model Samira Ebrahimi Kahou Vincent Michalski Roland Memisevic 89 84 0 29 Oct 2015
Big Learning with Bayesian Methods Jun Zhu Jianfei Chen Wenbo Hu Bo Zhang BDL 546 84 0 24 Nov 2014