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Categorical Reparameterization with Gumbel-Softmax

3 November 2016

Papers citing "Categorical Reparameterization with Gumbel-Softmax"

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Title
Credit Assignment Techniques in Stochastic Computation Graphs T. Weber N. Heess Lars Buesing David Silver 103 45 0 07 Jan 2019
Vector representations of text data in deep learning Karol Grzegorczyk 53 12 0 07 Jan 2019
Poincaré Wasserstein Autoencoder Ivan Ovinnikov 97 17 0 05 Jan 2019
Judge the Judges: A Large-Scale Evaluation Study of Neural Language Models for Online Review Generation Cristina Garbacea Samuel Carton Shiyan Yan Qiaozhu Mei ELM 92 30 0 02 Jan 2019
A General Deep Learning Framework for Network Reconstruction and Dynamics Learning Zhang Zhang Yi Zhao Jing Liu Shuo Wang Ruyi Tao Ruyue Xin Jiang Zhang AI4CE 56 55 0 30 Dec 2018
Dynamic Planning Networks Norman L. Tasfi Miriam A. M. Capretz 70 5 0 28 Dec 2018
Learning to Refine Source Representations for Neural Machine Translation Xinwei Geng Longyue Wang Xing Wang Bing Qin Ting Liu Zhaopeng Tu 44 6 0 26 Dec 2018
Generating Diverse and Meaningful Captions Annika Lindh R. Ross Abhijit Mahalunkar Giancarlo D. Salton John D. Kelleher VLM 45 10 0 19 Dec 2018
A Tutorial on Deep Latent Variable Models of Natural Language Yoon Kim Sam Wiseman Alexander M. Rush BDL VLM 121 42 0 17 Dec 2018
Adversarial Inference for Multi-Sentence Video Description J. S. Park Marcus Rohrbach Trevor Darrell Anna Rohrbach 81 80 0 13 Dec 2018
Recent Advances in Autoencoder-Based Representation Learning Michael Tschannen Olivier Bachem Mario Lucic OOD SSL DRL 95 447 0 12 Dec 2018
Structured Neural Topic Models for Reviews Babak Esmaeili Hongyi Huang Byron C. Wallace Jan-Willem van de Meent BDL DRL 25 3 0 12 Dec 2018
KF-LAX: Kronecker-factored curvature estimation for control variate optimization in reinforcement learning Mohammad Firouzi 28 0 0 11 Dec 2018
Channel selection using Gumbel Softmax Charles Herrmann Richard Strong Bowen Ramin Zabih 56 3 0 11 Dec 2018
FBNet: Hardware-Aware Efficient ConvNet Design via Differentiable Neural Architecture Search Bichen Wu Xiaoliang Dai Peizhao Zhang Yanghan Wang Fei Sun Yiming Wu Yuandong Tian Peter Vajda Yangqing Jia Kurt Keutzer MQ 117 1,307 0 09 Dec 2018
Learning to Assemble Neural Module Tree Networks for Visual Grounding Daqing Liu Hanwang Zhang Feng Wu Zhengjun Zha 100 274 0 08 Dec 2018
Deep Variational Transfer: Transfer Learning through Semi-supervised Deep Generative Models Marouan Belhaj P. Protopapas Weiwei Pan DRL 43 11 0 07 Dec 2018
Coarse-Graining Auto-Encoders for Molecular Dynamics Wujie Wang Rafael Gómez-Bombarelli AI4CE 70 167 0 06 Dec 2018
Recursive Visual Attention in Visual Dialog Yulei Niu Hanwang Zhang Manli Zhang Jianhong Zhang Zhiwu Lu Ji-Rong Wen 109 119 0 06 Dec 2018
CompILE: Compositional Imitation Learning and Execution Thomas Kipf Yujia Li H. Dai V. Zambaldi Alvaro Sanchez-Gonzalez Edward Grefenstette Pushmeet Kohli Peter W. Battaglia VLM 93 14 0 04 Dec 2018
Learning to Explain with Complemental Examples Atsushi Kanehira Tatsuya Harada 102 40 0 04 Dec 2018
Set Cross Entropy: Likelihood-based Permutation Invariant Loss Function for Probability Distributions Masataro Asai 42 1 0 04 Dec 2018
Multi-agent Deep Reinforcement Learning with Extremely Noisy Observations Ozsel Kilinc Giovanni Montana 84 26 0 03 Dec 2018
Mixed Precision Quantization of ConvNets via Differentiable Neural Architecture Search Bichen Wu Yanghan Wang Peizhao Zhang Yuandong Tian Peter Vajda Kurt Keutzer MQ 78 274 0 30 Nov 2018
Generative Adversarial Network Training is a Continual Learning Problem Kevin J. Liang Chunyuan Li Guoyin Wang Lawrence Carin GAN 49 50 0 27 Nov 2018
Eliminating Exposure Bias and Loss-Evaluation Mismatch in Multiple Object Tracking Andrii Maksai Pascal Fua VOT 125 17 0 27 Nov 2018
Sentence Encoding with Tree-constrained Relation Networks Lei Yu Cyprien de Masson dÁutume Chris Dyer Phil Blunsom Lingpeng Kong Wang Ling NAI 29 3 0 26 Nov 2018
SpotTune: Transfer Learning through Adaptive Fine-tuning Yunhui Guo Humphrey Shi Abhishek Kumar Kristen Grauman Tajana Simunic Rogerio Feris 124 455 0 21 Nov 2018
Neural Joint Source-Channel Coding Kristy Choi Kedar Tatwawadi Aditya Grover Tsachy Weissman Stefano Ermon 64 39 0 19 Nov 2018
Seq2Seq Mimic Games: A Signaling Perspective Juan Leni J. Levine J. Quigley LLMAG 31 1 0 15 Nov 2018
Comprehensive evaluation of statistical speech waveform synthesis Thomas Merritt Bartosz Putrycz Adam Nadolski Tianjun Ye Daniel Korzekwa ... Alexis Moinet A. Breen Rafal Kuklinski N. Strom Roberto Barra-Chicote 51 18 0 15 Nov 2018
Image Captioning Based on a Hierarchical Attention Mechanism and Policy Gradient Optimization Shiyang Yan Yuan Xie F. Wu Jeremy S. Smith Wenjin Lu Bailing Zhang 34 5 0 13 Nov 2018
Adversarial Learning of Label Dependency: A Novel Framework for Multi-class Classification Che-Ping Tsai Hung-yi Lee GAN 34 6 0 12 Nov 2018
ReSet: Learning Recurrent Dynamic Routing in ResNet-like Neural Networks Iurii Kemaev Daniil Polykovskiy Dmitry Vetrov SSeg 42 3 0 11 Nov 2018
Learning to Embed Sentences Using Attentive Recursive Trees Jiaxin Shi Lei Hou Meng-Ying Lei Yongqian Li Hanwang Zhang 44 3 0 06 Nov 2018
Trainable Adaptive Window Switching for Speech Enhancement Yuma Koizumi Noboru Harada Y. Haneda 92 8 0 05 Nov 2018
Semi-Supervised Confidence Network aided Gated Attention based Recurrent Neural Network for Clickbait Detection Amrith Rajagopal Setlur 34 3 0 04 Nov 2018
Bi-Directional Differentiable Input Reconstruction for Low-Resource Neural Machine Translation Xing Niu Weijia Xu Marine Carpuat 97 17 0 02 Nov 2018
Unsupervised Learning of Interpretable Dialog Models Dhiraj Madan Dinesh Raghu Gaurav Pandey Sachindra Joshi 44 0 0 02 Nov 2018
Modeling Attention Flow on Graphs Xiaoran Xu Songpeng Zu Chengliang Gao Yuan Zhang Wei Feng GNN 79 11 0 01 Nov 2018
Dirichlet Variational Autoencoder for Text Modeling Yijun Xiao Tiancheng Zhao William Yang Wang BDL DRL 64 21 0 31 Oct 2018
SURFACE: Semantically Rich Fact Validation with Explanations Ankur Padia Francis Ferraro Timothy W. Finin 53 6 0 31 Oct 2018
End-to-End Feedback Loss in Speech Chain Framework via Straight-Through Estimator Andros Tjandra S. Sakti Satoshi Nakamura 71 44 0 31 Oct 2018
Neural Nearest Neighbors Networks Tobias Plötz Stefan Roth 102 341 0 30 Oct 2018
Using Large Ensembles of Control Variates for Variational Inference Tomas Geffner Justin Domke BDL 110 35 0 30 Oct 2018
Differentiable Greedy Networks Thomas Powers Rasool Fakoor Siamak Shakeri A. Sethy Amanjit Kainth Abdel-rahman Mohamed R. Sarikaya 48 6 0 30 Oct 2018
Variational Inference with Tail-adaptive f-Divergence Dilin Wang Hao Liu Qiang Liu 111 55 0 29 Oct 2018
Reversible Recurrent Neural Networks M. Mackay Paul Vicol Jimmy Ba Roger C. Grosse 76 53 0 25 Oct 2018
Hierarchical Approaches for Reinforcement Learning in Parameterized Action Space E. Wei Drew Wicke S. Luke BDL 85 35 0 23 Oct 2018
Learning sparse transformations through backpropagation Peter Bloem 36 0 0 22 Oct 2018