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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
Cause-Effect Deep Information Bottleneck For Systematically Missing Covariates S. Parbhoo Mario Wieser Aleksander Wieczorek Volker Roth CML 85 5 0 06 Jul 2018
New Losses for Generative Adversarial Learning Victor Berger Michèle Sebag GAN 47 0 0 03 Jul 2018
Generating Multi-Categorical Samples with Generative Adversarial Networks R. Camino Christian A. Hammerschmidt R. State SyDa GAN 48 71 0 03 Jul 2018
Stochastic Layer-Wise Precision in Deep Neural Networks Griffin Lacey Graham W. Taylor S. Areibi 86 18 0 03 Jul 2018
Guided evolutionary strategies: Augmenting random search with surrogate gradients Niru Maheswaranathan Luke Metz George Tucker Dami Choi Jascha Narain Sohl-Dickstein 76 20 0 26 Jun 2018
Deep $k$ -Means: Jointly clustering with $k$ -Means and learning representations Maziar Moradi Fard Thibaut Thonet Éric Gaussier 84 239 0 26 Jun 2018
Hierarchical VampPrior Variational Fair Auto-Encoder P. Botros Jakub M. Tomczak DRL 69 7 0 26 Jun 2018
Tensor Monte Carlo: particle methods for the GPU era Laurence Aitchison BDL DRL 85 13 0 22 Jun 2018
Learning K-way D-dimensional Discrete Codes for Compact Embedding Representations Ting-Li Chen Martin Renqiang Min Yizhou Sun 77 71 0 21 Jun 2018
InfoCatVAE: Representation Learning with Categorical Variational Autoencoders Edouard Pineau Marc Lelarge DRL 83 13 0 20 Jun 2018
Deep Neural Decision Trees Yongxin Yang Irene Garcia Morillo Timothy M. Hospedales PINN 65 187 0 19 Jun 2018
Nonparametric Topic Modeling with Neural Inference Xuefei Ning Yin Zheng Zhuxi Jiang Yu Wang Huazhong Yang Junzhou Huang BDL 79 19 0 18 Jun 2018
On Machine Learning and Structure for Mobile Robots Markus Wulfmeier 44 6 0 15 Jun 2018
On Accurate Evaluation of GANs for Language Generation Stanislau Semeniuta Aliaksei Severyn Sylvain Gelly EGVM 65 81 0 13 Jun 2018
Gaussian mixture models with Wasserstein distance Benoit Gaujac Ilya Feige David Barber 48 9 0 12 Jun 2018
Sparse Stochastic Zeroth-Order Optimization with an Application to Bandit Structured Prediction Artem Sokolov Julian Hitschler Mayumi Ohta Stefan Riezler 47 7 0 12 Jun 2018
Generative Adversarial Nets for Information Retrieval: Fundamentals and Advances Weinan Zhang GAN 33 11 0 10 Jun 2018
Towards Binary-Valued Gates for Robust LSTM Training Zhuohan Li Di He Fei Tian Wei-neng Chen Tao Qin Liwei Wang Tie-Yan Liu MQ 59 47 0 08 Jun 2018
Pathwise Derivatives for Multivariate Distributions M. Jankowiak Theofanis Karaletsos 128 11 0 05 Jun 2018
Latent Tree Learning with Differentiable Parsers: Shift-Reduce Parsing and Chart Parsing Jean Maillard S. Clark 56 18 0 03 Jun 2018
Reparameterization Gradient for Non-differentiable Models Wonyeol Lee Hangyeol Yu Hongseok Yang DRL 139 32 0 01 Jun 2018
Fast, Diverse and Accurate Image Captioning Guided By Part-of-Speech Aditya Deshpande J. Aneja Liwei Wang Alex Schwing David A. Forsyth 103 148 0 31 May 2018
Greedy Attack and Gumbel Attack: Generating Adversarial Examples for Discrete Data Puyudi Yang Jianbo Chen Cho-Jui Hsieh Jane-ling Wang Michael I. Jordan AAML SILM 108 116 0 31 May 2018
Conformation Clustering of Long MD Protein Dynamics with an Adversarial Autoencoder Yunlong Liu L. Amzel 14 1 0 31 May 2018
MolGAN: An implicit generative model for small molecular graphs Nicola De Cao Thomas Kipf GNN GAN 216 936 0 30 May 2018
Unsupervised Text Style Transfer using Language Models as Discriminators Zichao Yang Zhiting Hu Chris Dyer Eric Xing Taylor Berg-Kirkpatrick 106 273 0 30 May 2018
Theory and Experiments on Vector Quantized Autoencoders Aurko Roy Ashish Vaswani Arvind Neelakantan Niki Parmar 91 88 0 28 May 2018
Discrete flow posteriors for variational inference in discrete dynamical systems Laurence Aitchison Vincent Adam Srinivas C. Turaga BDL DRL 51 4 0 28 May 2018
Inducing Grammars with and for Neural Machine Translation Ke M. Tran Yonatan Bisk 55 22 0 28 May 2018
Revisiting Reweighted Wake-Sleep for Models with Stochastic Control Flow T. Le Adam R. Kosiorek N. Siddharth Yee Whye Teh Frank Wood BDL 60 23 0 26 May 2018
Maximizing acquisition functions for Bayesian optimization James T. Wilson Frank Hutter M. Deisenroth 157 250 0 25 May 2018
Fairness GAN P. Sattigeri Samuel C. Hoffman Vijil Chenthamarakshan Kush R. Varshney 133 93 0 24 May 2018
Amortized Context Vector Inference for Sequence-to-Sequence Networks S. Chatzis Aristotelis Charalampous Kyriacos Tolias 24 0 0 23 May 2018
Implicit Reparameterization Gradients Michael Figurnov S. Mohamed A. Mnih BDL 149 235 0 22 May 2018
Learning to Teach in Cooperative Multiagent Reinforcement Learning Shayegan Omidshafiei Dong-Ki Kim Miao Liu Gerald Tesauro Matthew D Riemer Chris Amato Murray Campbell Jonathan P. How 69 136 0 20 May 2018
Learning compositionally through attentive guidance Dieuwke Hupkes Anand Singh K. Korrel Germán Kruszewski Elia Bruni CoGe 68 30 0 20 May 2018
Learning Graph-Level Representations with Recurrent Neural Networks Yu Jin Joseph Jaja GNN SSL 81 13 0 20 May 2018
Learning to Repair Software Vulnerabilities with Generative Adversarial Networks Jacob A. Harer Onur Ozdemir Tomo Lazovich Christopher P. Reale Rebecca L. Russell Louis Y. Kim Peter Chin GAN 90 73 0 18 May 2018
DVAE#: Discrete Variational Autoencoders with Relaxed Boltzmann Priors Arash Vahdat Evgeny Andriyash W. Macready 104 49 0 18 May 2018
GumBolt: Extending Gumbel trick to Boltzmann priors Amir Khoshaman Mohammad H. Amin 71 14 0 18 May 2018
Learning Permutations with Sinkhorn Policy Gradient Patrick Emami Sanjay Ranka 65 55 0 18 May 2018
NASH: Toward End-to-End Neural Architecture for Generative Semantic Hashing Dinghan Shen Qinliang Su Paidamoyo Chapfuwa Wenlin Wang Guoyin Wang Lawrence Carin Ricardo Henao 74 58 0 14 May 2018
AMR Parsing as Graph Prediction with Latent Alignment Chunchuan Lyu Ivan Titov GNN BDL 88 128 0 14 May 2018
Learning to Ask Questions in Open-domain Conversational Systems with Typed Decoders Yansen Wang Chenyi Liu Minlie Huang Liqiang Nie BDL 93 83 0 13 May 2018
Backpropagating through Structured Argmax using a SPIGOT Hao Peng Sam Thomson Noah A. Smith 88 42 0 12 May 2018
Adversarial Contrastive Estimation A. Bose Huan Ling Yanshuai Cao 47 56 0 09 May 2018
MEGAN: Mixture of Experts of Generative Adversarial Networks for Multimodal Image Generation D. Park Seungjoo Yoo Hyojin Bahng Jaegul Choo Noseong Park GAN 47 24 0 07 May 2018
Sharp Attention Network via Adaptive Sampling for Person Re-identification Chen Shen Guo-Jun Qi Rongxin Jiang Zhongming Jin Hongwei Yong Yao-wu Chen Xiansheng Hua 110 38 0 07 May 2018
Pixel-wise Attentional Gating for Parsimonious Pixel Labeling Shu Kong Charless C. Fowlkes 99 40 0 03 May 2018
Generalising Cost-Optimal Particle Filtering Andrew Warrington Neil Dhir 8 1 0 02 May 2018