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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
Imitation Learning of Factored Multi-agent Reactive Models Michael Teng T. Le Adam Scibior Frank Wood DRL 33 1 0 12 Mar 2019
Deep learning for molecular design - a review of the state of the art Daniel C. Elton Zois Boukouvalas M. Fuge Peter W. Chung AI4CE 3DV 103 328 0 11 Mar 2019
SSN: Learning Sparse Switchable Normalization via SparsestMax Wenqi Shao Jiamin Ren Jingyu Li Ruimao Zhang Yudian Li Xiaogang Wang Ping Luo 69 56 0 09 Mar 2019
Learning Hierarchical Teaching Policies for Cooperative Agents Dong-Ki Kim Miao Liu Shayegan Omidshafiei Sebastian Lopez-Cot Matthew D Riemer Golnaz Habibi Gerald Tesauro Sami Mourad Murray Campbell Jonathan P. How 65 7 0 07 Mar 2019
Multi-Hot Compact Network Embedding Chaozhuo Li Senzhang Wang Philip S. Yu Zhoujun Li 32 8 0 07 Mar 2019
On Adversarial Mixup Resynthesis Christopher Beckham S. Honari Vikas Verma Alex Lamb F. Ghadiri R. Devon Hjelm Yoshua Bengio C. Pal AAML 68 12 0 07 Mar 2019
Safeguarded Dynamic Label Regression for Generalized Noisy Supervision Jiangchao Yao Ya Zhang Ivor W. Tsang Jun-wei Sun NoLa 56 1 0 06 Mar 2019
Selective Sensor Fusion for Neural Visual-Inertial Odometry Changhao Chen Stefano Rosa Yishu Miao Chris Xiaoxuan Lu Wei Wu Andrew Markham A. Trigoni 66 134 0 04 Mar 2019
Introducing Super Pseudo Panels: Application to Transport Preference Dynamics S. Borysov Jeppe Rich AI4TS 88 7 0 01 Mar 2019
Improving Missing Data Imputation with Deep Generative Models R. Camino Christian A. Hammerschmidt R. State SyDa 89 55 0 27 Feb 2019
Learning to Generate Questions by Learning What not to Generate Bang Liu Mingjun Zhao Di Niu Kunfeng Lai Yancheng He Haojie Wei Yu-Syuan Xu OOD 83 102 0 27 Feb 2019
Domain-Constrained Advertising Keyword Generation Hao Zhou Minlie Huang Yishun Mao Changlei Zhu Peng Shu Xiaoyan Zhu 60 18 0 27 Feb 2019
Image-Question-Answer Synergistic Network for Visual Dialog Dalu Guo Chang Xu Dacheng Tao 63 74 0 26 Feb 2019
Cooperative Learning of Disjoint Syntax and Semantics Serhii Havrylov Germán Kruszewski Armand Joulin 77 48 0 25 Feb 2019
Dual Attention Networks for Visual Reference Resolution in Visual Dialog Gi-Cheon Kang Jaeseo Lim Byoung-Tak Zhang 56 73 0 25 Feb 2019
Rethinking Action Spaces for Reinforcement Learning in End-to-end Dialog Agents with Latent Variable Models Tiancheng Zhao Kaige Xie M. Eskénazi 97 142 0 23 Feb 2019
Unsupervised Grounding of Plannable First-Order Logic Representation from Images Masataro Asai NAI 85 58 0 21 Feb 2019
Explaining a black-box using Deep Variational Information Bottleneck Approach Seo-Jin Bang P. Xie Heewook Lee Wei Wu Eric Xing XAI FAtt 77 77 0 19 Feb 2019
Winning an Election: On Emergent Strategic Communication in Multi-Agent Networks Shubham Gupta Ambedkar Dukkipati 32 4 0 19 Feb 2019
Learning to Adaptively Scale Recurrent Neural Networks Hao Hu Liqiang Wang Guo-Jun Qi AI4CE 49 10 0 15 Feb 2019
Learning to Select Knowledge for Response Generation in Dialog Systems Rongzhong Lian Min Xie Fan Wang Jinhua Peng Hua Wu 100 204 0 13 Feb 2019
Invariant-equivariant representation learning for multi-class data Ilya Feige 62 10 0 08 Feb 2019
A Wrapped Normal Distribution on Hyperbolic Space for Gradient-Based Learning Yoshihiro Nagano Shoichiro Yamaguchi Yasuhiro Fujita Masanori Koyama BDL DRL 82 15 0 08 Feb 2019
Generating the support with extreme value losses N. Guttenberg 23 0 0 08 Feb 2019
Variational Recurrent Neural Networks for Graph Classification Edouard Pineau Nathan de Lara GNN 29 0 0 07 Feb 2019
StampNet: unsupervised multi-class object discovery Joost Visser Alessandro Corbetta Vlado Menkovski F. Toschi ObjD 61 4 0 07 Feb 2019
Radial and Directional Posteriors for Bayesian Neural Networks Changyong Oh Kamil Adamczewski Mijung Park BDL 115 20 0 07 Feb 2019
Decentralized Multi-Agents by Imitation of a Centralized Controller A. Lin Mark J. Debord Katia Estabridis G. Hewer Guido Montufar Stanley Osher 65 6 0 06 Feb 2019
Learning Decision Trees Recurrently Through Communication Stephan Alaniz Diego Marcos Bernt Schiele Zeynep Akata 58 16 0 05 Feb 2019
The Referential Reader: A Recurrent Entity Network for Anaphora Resolution Fei Liu Luke Zettlemoyer Jacob Eisenstein 88 17 0 05 Feb 2019
Differentiable Grammars for Videos A. Piergiovanni A. Angelova Michael S. Ryoo 86 6 0 01 Feb 2019
Multilevel Monte Carlo Variational Inference Masahiro Fujisawa Issei Sato 57 12 0 01 Feb 2019
Deep Archetypal Analysis S. Keller M. Samarin Mario Wieser Volker Roth 65 18 0 30 Jan 2019
Reparameterizable Subset Sampling via Continuous Relaxations Sang Michael Xie Stefano Ermon BDL 106 99 0 29 Jan 2019
Conditioning by adaptive sampling for robust design David H. Brookes Hahnbeom Park Jennifer Listgarten 143 199 0 29 Jan 2019
Multi-modal dialog for browsing large visual catalogs using exploration-exploitation paradigm in a joint embedding space Indrani Bhattacharya Arkabandhu Chowdhury V. Raykar 37 5 0 28 Jan 2019
Concrete Autoencoders for Differentiable Feature Selection and Reconstruction Abubakar Abid M. F. Balin James Zou SyDa 72 229 0 27 Jan 2019
Virtual Conditional Generative Adversarial Networks Haifeng Shi Guanyu Cai Yuqin Wang Shaohua Shang Lianghua He GAN 35 0 0 25 Jan 2019
To Relieve Your Headache of Training an MRF, Take AdVIL Chongxuan Li Chao Du Kun Xu Max Welling Jun Zhu Bo Zhang 52 9 0 24 Jan 2019
Composition and decomposition of GANs Yeu-Chern Harn Zhenghao Chen V. Jojic CoGe GAN 34 0 0 23 Jan 2019
Towards Non-saturating Recurrent Units for Modelling Long-term Dependencies A. Chandar Chinnadhurai Sankar Eugene Vorontsov Samira Ebrahimi Kahou Yoshua Bengio 101 56 0 22 Jan 2019
Error-Correcting Neural Sequence Prediction James OÑeill Danushka Bollegala 32 1 0 21 Jan 2019
Modeling Latent Sentence Structure in Neural Machine Translation Jasmijn Bastings Wilker Aziz Ivan Titov K. Simaán 65 9 0 18 Jan 2019
Improving Sequence-to-Sequence Learning via Optimal Transport Liqun Chen Yizhe Zhang Ruiyi Zhang Chenyang Tao Zhe Gan Haichao Zhang Bai Li Dinghan Shen Changyou Chen Lawrence Carin OT 76 94 0 18 Jan 2019
GO Gradient for Expectation-Based Objectives Yulai Cong Miaoyun Zhao Ke Bai Lawrence Carin 155 16 0 17 Jan 2019
Joint Spatial and Layer Attention for Convolutional Networks Tony Joseph Konstantinos G. Derpanis F. Qureshi 31 0 0 16 Jan 2019
Bayesian Learning of Neural Network Architectures G. Dikov Patrick van der Smagt Justin Bayer BDL 129 30 0 14 Jan 2019
Improving Coordination in Small-Scale Multi-Agent Deep Reinforcement Learning through Memory-driven Communication E. Pesce Giovanni Montana 76 72 0 12 Jan 2019
Undirected Graphical Models as Approximate Posteriors Arash Vahdat Evgeny Andriyash W. Macready 66 2 0 11 Jan 2019
Dirichlet Variational Autoencoder Weonyoung Joo Wonsung Lee Sungrae Park Il-Chul Moon BDL DRL 133 105 0 09 Jan 2019