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Categorical Reparameterization with Gumbel-Softmax

3 November 2016

Papers citing "Categorical Reparameterization with Gumbel-Softmax"

50 / 3,025 papers shown

Title
Diverse and Accurate Image Description Using a Variational Auto-Encoder with an Additive Gaussian Encoding Space Liwei Wang Alex Schwing Svetlana Lazebnik CoGe 116 175 0 19 Nov 2017
Scalable Recollections for Continual Lifelong Learning Matthew D Riemer Tim Klinger Djallel Bouneffouf M. Franceschini CLL 78 64 0 17 Nov 2017
Predict Responsibly: Improving Fairness and Accuracy by Learning to Defer David Madras T. Pitassi R. Zemel FaML 210 221 0 17 Nov 2017
Language-Based Image Editing with Recurrent Attentive Models Jianbo Chen Yelong Shen Jianfeng Gao Jingjing Liu Xiaodong Liu 99 122 0 16 Nov 2017
An Iterative Closest Points Approach to Neural Generative Models Joose Rajamäki Perttu Hämäläinen 3DPC 22 1 0 16 Nov 2017
Advances in Variational Inference Cheng Zhang Judith Butepage Hedvig Kjellström Stephan Mandt BDL 238 698 0 15 Nov 2017
ACtuAL: Actor-Critic Under Adversarial Learning Anirudh Goyal Nan Rosemary Ke Alex Lamb R. Devon Hjelm C. Pal Joelle Pineau Yoshua Bengio GAN 49 9 0 13 Nov 2017
Learning K-way D-dimensional Discrete Code For Compact Embedding Representations Ting Chen Martin Renqiang Min Yizhou Sun 71 10 0 08 Nov 2017
Neural Speed Reading via Skim-RNN Minjoon Seo Sewon Min Ali Farhadi Hannaneh Hajishirzi 92 79 0 06 Nov 2017
$$A^{4}NT$: Author Attribute Anonymity by Adversarial Training of Neural Machine Translation$ $A^{4}NT$ : Author Attribute Anonymity by Adversarial Training of Neural Machine Translation Rakshith Shetty Bernt Schiele Mario Fritz 92 96 0 06 Nov 2017
Compressing Word Embeddings via Deep Compositional Code Learning Raphael Shu Hideki Nakayama 97 129 0 03 Nov 2017
Neural Discrete Representation Learning Aaron van den Oord Oriol Vinyals Koray Kavukcuoglu BDL SSL OCL 259 5,093 0 02 Nov 2017
Interpretable and Pedagogical Examples S. Milli Pieter Abbeel Igor Mordatch 50 14 0 02 Nov 2017
Deep Learning from Noisy Image Labels with Quality Embedding Jiangchao Yao Jiajie Wang Ivor Tsang Ya Zhang Jun-wei Sun Chengqi Zhang Rui Zhang NoLa 100 121 0 02 Nov 2017
Backpropagation through the Void: Optimizing control variates for black-box gradient estimation Will Grathwohl Dami Choi Yuhuai Wu Geoffrey Roeder David Duvenaud 163 300 0 31 Oct 2017
Meta Learning Shared Hierarchies Kevin Frans Jonathan Ho Xi Chen Pieter Abbeel John Schulman 84 355 0 26 Oct 2017
Reparameterizing the Birkhoff Polytope for Variational Permutation Inference Scott W. Linderman Gonzalo E. Mena H. Cooper Liam Paninski John P. Cunningham 77 51 0 26 Oct 2017
Multimodal Probabilistic Model-Based Planning for Human-Robot Interaction Edward Schmerling Karen Leung Wolf Vollprecht Marco Pavone 95 174 0 25 Oct 2017
Learning Discrete Weights Using the Local Reparameterization Trick Oran Shayer Dan Levi Ethan Fetaya 83 88 0 21 Oct 2017
A Disentangled Recognition and Nonlinear Dynamics Model for Unsupervised Learning Marco Fraccaro Simon Kamronn Ulrich Paquet Ole Winther BDL 120 287 0 16 Oct 2017
Emergent Translation in Multi-Agent Communication Jason D. Lee Kyunghyun Cho Jason Weston Douwe Kiela 140 68 0 12 Oct 2017
Variational Memory Addressing in Generative Models J. Bornschein A. Mnih Daniel Zoran Danilo Jimenez Rezende BDL 89 63 0 21 Sep 2017
ZhuSuan: A Library for Bayesian Deep Learning Jiaxin Shi Jianfei Chen Jun Zhu Shengyang Sun Yucen Luo Yihong Gu Yuhao Zhou UQCV BDL 87 43 0 18 Sep 2017
Do latent tree learning models identify meaningful structure in sentences? Adina Williams Andrew Drozdov Samuel R. Bowman 76 22 0 04 Sep 2017
End-to-end Learning for Short Text Expansion Jian Tang Yue Wang Kai Zheng Qiaozhu Mei LLMAG 81 19 0 30 Aug 2017
Hierarchical Multi-scale Attention Networks for Action Recognition Shiyang Yan Jeremy S. Smith Wenjin Lu Bailing Zhang 91 37 0 25 Aug 2017
A learning framework for winner-take-all networks with stochastic synapses Hesham Mostafa Gert Cauwenberghs BDL 58 14 0 14 Aug 2017
A Continuous Relaxation of Beam Search for End-to-end Training of Neural Sequence Models Kartik Goyal Graham Neubig Chris Dyer Taylor Berg-Kirkpatrick 3DV 122 40 0 01 Aug 2017
Learning to Compose Task-Specific Tree Structures Jihun Choi Kang Min Yoo Sang-goo Lee 100 189 0 10 Jul 2017
Bayesian Semisupervised Learning with Deep Generative Models Jonathan Gordon José Miguel Hernández-Lobato BDL UQCV GAN 75 27 0 29 Jun 2017
Neural Machine Translation with Gumbel-Greedy Decoding Jiatao Gu Daniel Jiwoong Im Victor O.K. Li 108 36 0 22 Jun 2017
Adversarial Example Defenses: Ensembles of Weak Defenses are not Strong Warren He James Wei Xinyun Chen Nicholas Carlini Basel Alomair AAML 122 240 0 15 Jun 2017
Plan, Attend, Generate: Character-level Neural Machine Translation with Planning in the Decoder Çağlar Gülçehre Francis Dutil Adam Trischler Yoshua Bengio 48 7 0 13 Jun 2017
Adversarially Regularized Autoencoders Jiaqi Zhao Yoon Kim Kelly Zhang Alexander M. Rush Yann LeCun DRL GNN GAN 81 78 0 13 Jun 2017
Adversarial Feature Matching for Text Generation Yizhe Zhang Zhe Gan Kai Fan Zhi Chen Ricardo Henao Dinghan Shen Lawrence Carin GAN 102 334 0 12 Jun 2017
Multi-Agent Actor-Critic for Mixed Cooperative-Competitive Environments Ryan J. Lowe Yi Wu Aviv Tamar J. Harb Pieter Abbeel Igor Mordatch 225 4,542 0 07 Jun 2017
Best of Both Worlds: Transferring Knowledge from Discriminative Learning to a Generative Visual Dialog Model Jiasen Lu A. Kannan Jianwei Yang Devi Parikh Dhruv Batra BDL 109 137 0 05 Jun 2017
Learning Disentangled Representations with Semi-Supervised Deep Generative Models Siddharth Narayanaswamy Brooks Paige Jan-Willem van de Meent Alban Desmaison Noah D. Goodman Pushmeet Kohli Frank Wood Philip Torr DRL CoGe 203 363 0 01 Jun 2017
Emergence of Language with Multi-agent Games: Learning to Communicate with Sequences of Symbols Serhii Havrylov Ivan Titov LLMAG 103 288 0 31 May 2017
Adversarial Generation of Natural Language Sai Rajeswar Sandeep Subramanian Francis Dutil C. Pal Aaron Courville GAN 79 205 0 31 May 2017
Lifelong Generative Modeling Jason Ramapuram Magda Gregorova Alexandros Kalousis BDL CLL 152 120 0 27 May 2017
Style Transfer from Non-Parallel Text by Cross-Alignment T. Shen Tao Lei Regina Barzilay Tommi Jaakkola 131 776 0 26 May 2017
Jointly Learning Sentence Embeddings and Syntax with Unsupervised Tree-LSTMs Jean Maillard S. Clark Dani Yogatama 82 89 0 25 May 2017
Stochastic Sequential Neural Networks with Structured Inference Hao Liu Haoli Bai Lirong He Zenglin Xu BDL 51 3 0 24 May 2017
Black-Box Attacks against RNN based Malware Detection Algorithms Weiwei Hu Ying Tan 66 150 0 23 May 2017
Concrete Dropout Y. Gal Jiri Hron Alex Kendall BDL UQCV 223 593 0 22 May 2017
A Regularized Framework for Sparse and Structured Neural Attention Vlad Niculae Mathieu Blondel 94 100 0 22 May 2017
Model-Based Planning with Discrete and Continuous Actions Mikael Henaff William F. Whitney Yann LeCun 88 16 0 19 May 2017
Learning to segment with image-level supervision Gaurav Pandey Ambedkar Dukkipati SSeg VLM 22 0 0 03 May 2017
Learning Multimodal Transition Dynamics for Model-Based Reinforcement Learning Thomas M. Moerland Joost Broekens Catholijn M. Jonker OffRL 98 31 0 01 May 2017