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Categorical Reparameterization with Gumbel-Softmax

3 November 2016

Papers citing "Categorical Reparameterization with Gumbel-Softmax"

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Title
IDF++: Analyzing and Improving Integer Discrete Flows for Lossless Compression Rianne van den Berg A. Gritsenko Mostafa Dehghani C. Sønderby Tim Salimans 94 61 0 22 Jun 2020
Deep Residual Mixture Models Perttu Hämäläinen Martin Trapp Tuure Saloheimo Arno Solin 77 8 0 22 Jun 2020
Calibration of Model Uncertainty for Dropout Variational Inference M. Laves Sontje Ihler Karl-Philipp Kortmann T. Ortmaier BDL UQCV 121 18 0 20 Jun 2020
wav2vec 2.0: A Framework for Self-Supervised Learning of Speech Representations Alexei Baevski Henry Zhou Abdel-rahman Mohamed Michael Auli SSL 348 5,880 0 20 Jun 2020
Lookahead Adversarial Learning for Near Real-Time Semantic Segmentation Hadi Jamali Rad Attila Szabo SSeg 90 1 0 19 Jun 2020
Abstract Diagrammatic Reasoning with Multiplex Graph Networks Duo Wang M. Jamnik Pietro Lio 60 66 0 19 Jun 2020
Differentiable Language Model Adversarial Attacks on Categorical Sequence Classifiers I. Fursov A. Zaytsev Nikita Klyuchnikov A. Kravchenko Evgeny Burnaev AAML SILM 62 5 0 19 Jun 2020
Weighted QMIX: Expanding Monotonic Value Function Factorisation for Deep Multi-Agent Reinforcement Learning Tabish Rashid Gregory Farquhar Bei Peng Shimon Whiteson 141 359 0 18 Jun 2020
DisARM: An Antithetic Gradient Estimator for Binary Latent Variables Zhe Dong A. Mnih George Tucker DRL 74 34 0 18 Jun 2020
Maximum Roaming Multi-Task Learning Lucas Pascal Pietro Michiardi Xavier Bost B. Huet Maria A. Zuluaga 229 31 0 17 Jun 2020
Exploring Sparsity in Image Super-Resolution for Efficient Inference Longguang Wang Xiaoyu Dong Yingqian Wang Xinyi Ying Zaiping Lin W. An Yulan Guo SupR 63 4 0 17 Jun 2020
Fine-Grained Stochastic Architecture Search S. Chaudhuri Elad Eban Hanhan Li Max Moroz Yair Movshovitz-Attias 40 8 0 17 Jun 2020
UCSG-Net -- Unsupervised Discovering of Constructive Solid Geometry Tree Kacper Kania Maciej Ziȩba Tomasz Kajdanowicz 3DV 88 97 0 16 Jun 2020
Dissimilarity Mixture Autoencoder for Deep Clustering Juan S. Lara Fabio A. González 84 5 0 15 Jun 2020
Gradient Estimation with Stochastic Softmax Tricks Max B. Paulus Dami Choi Daniel Tarlow Andreas Krause Chris J. Maddison BDL 112 88 0 15 Jun 2020
Meta Approach to Data Augmentation Optimization Ryuichiro Hataya Jan Zdenek Kazuki Yoshizoe Hideki Nakayama 87 35 0 14 Jun 2020
Benchmarking Multi-Agent Deep Reinforcement Learning Algorithms in Cooperative Tasks Georgios Papoudakis Filippos Christianos Lukas Schafer Stefano V. Albrecht OffRL 118 233 0 14 Jun 2020
Improving GAN Training with Probability Ratio Clipping and Sample Reweighting Yue Wu Pan Zhou A. Wilson Eric Xing Zhiting Hu GAN 118 36 0 12 Jun 2020
Reintroducing Straight-Through Estimators as Principled Methods for Stochastic Binary Networks Alexander Shekhovtsov Dmitry Molchanov MQ 85 16 0 11 Jun 2020
Data Augmentation for Graph Neural Networks Tong Zhao Yozen Liu Leonardo Neves Oliver J. Woodford Meng Jiang Neil Shah GNN 173 419 0 11 Jun 2020
NADS: Neural Architecture Distribution Search for Uncertainty Awareness Randy Ardywibowo Shahin Boluki Xinyu Gong Zhangyang Wang Xiaoning Qian UQCV 72 18 0 11 Jun 2020
Deep Structural Causal Models for Tractable Counterfactual Inference Nick Pawlowski Daniel Coelho De Castro Ben Glocker CML MedIm 131 243 0 11 Jun 2020
Discrete Latent Variable Representations for Low-Resource Text Classification Shuning Jin Sam Wiseman K. Stratos Karen Livescu BDL 69 15 0 11 Jun 2020
AMEIR: Automatic Behavior Modeling, Interaction Exploration and MLP Investigation in the Recommender System Pengyu Zhao Kecheng Xiao Yuanxing Zhang Kaigui Bian Wei Yan 122 16 0 10 Jun 2020
Neural Sparse Representation for Image Restoration Yuchen Fan Jiahui Yu Yiqun Mei Yulun Zhang Y. Fu Ding Liu Thomas S. Huang 47 32 0 08 Jun 2020
Improving Inference for Neural Image Compression Yibo Yang Robert Bamler Stephan Mandt 97 123 0 07 Jun 2020
Unsupervised Differentiable Multi-aspect Network Embedding Chanyoung Park Carl Yang Qi Zhu Donghyun Kim Hwanjo Yu Jiawei Han 23 31 0 07 Jun 2020
Bayesian Graph Neural Networks with Adaptive Connection Sampling Arman Hasanzadeh Ehsan Hajiramezanali Shahin Boluki Mingyuan Zhou N. Duffield Krishna R. Narayanan Xiaoning Qian BDL 98 118 0 07 Jun 2020
AutoHAS: Efficient Hyperparameter and Architecture Search Xuanyi Dong Mingxing Tan Adams Wei Yu Daiyi Peng Bogdan Gabrys Quoc V. Le TPM 89 24 0 05 Jun 2020
UFO-BLO: Unbiased First-Order Bilevel Optimization Valerii Likhosherstov Xingyou Song K. Choromanski Jared Davis Adrian Weller 134 7 0 05 Jun 2020
A Meta-Bayesian Model of Intentional Visual Search M. Cullen Jonathan Monney M. Berk Mirza R. Moran 44 3 0 05 Jun 2020
Path Sample-Analytic Gradient Estimators for Stochastic Binary Networks Alexander Shekhovtsov V. Yanush B. Flach MQ 84 11 0 04 Jun 2020
Graphical Normalizing Flows Antoine Wehenkel Gilles Louppe TPM BDL 77 39 0 03 Jun 2020
Emergent Multi-Agent Communication in the Deep Learning Era Angeliki Lazaridou Marco Baroni AI4CE 156 207 0 03 Jun 2020
Learning to Branch for Multi-Task Learning Pengsheng Guo Chen-Yu Lee Daniel Ulbricht 112 179 0 02 Jun 2020
Consistent Estimators for Learning to Defer to an Expert Hussein Mozannar David Sontag 95 205 0 02 Jun 2020
Variational Mutual Information Maximization Framework for VAE Latent Codes with Continuous and Discrete Priors Andriy Serdega Dae-Shik Kim DRL 32 0 0 02 Jun 2020
Latent Domain Learning with Dynamic Residual Adapters Lucas Deecke Timothy M. Hospedales Hakan Bilen 52 8 0 01 Jun 2020
Phase-aware Single-stage Speech Denoising and Dereverberation with U-Net Hyeong-Seok Choi Hoon Heo Jie Hwan Lee Kyogu Lee 95 19 0 01 Jun 2020
In the Eye of the Beholder: Gaze and Actions in First Person Video Yin Li Miao Liu James M. Rehg EgoV 179 71 0 31 May 2020
Learning to refer informatively by amortizing pragmatic reasoning Julia White Jesse Mu Noah D. Goodman LRM 53 21 0 31 May 2020
RelEx: A Model-Agnostic Relational Model Explainer Yue Zhang David DeFazio Arti Ramesh 63 110 0 30 May 2020
OPAL-Net: A Generative Model for Part-based Object Layout Generation Rishabh Baghel Ravi Kiran Sarvadevabhatla 119 0 0 30 May 2020
Improving Unsupervised Sparsespeech Acoustic Models with Categorical Reparameterization Benjamin Milde Christian Biemann 30 1 0 29 May 2020
CoDiNet: Path Distribution Modeling with Consistency and Diversity for Dynamic Routing Huanyu Wang Zequn Qin Songyuan Li Xi Li 63 7 0 29 May 2020
VMI-VAE: Variational Mutual Information Maximization Framework for VAE With Discrete and Continuous Priors Andriy Serdega Dae-Shik Kim DRL 49 4 0 28 May 2020
Generating Diverse and Consistent QA pairs from Contexts with Information-Maximizing Hierarchical Conditional VAEs Dong Bok Lee Seanie Lee Woo Tae Jeong Donghwan Kim Sung Ju Hwang 79 71 0 28 May 2020
In search of isoglosses: continuous and discrete language embeddings in Slavic historical phonology C. Cathcart Florian Wandl 47 6 0 27 May 2020
Synthetic Observational Health Data with GANs: from slow adoption to a boom in medical research and ultimately digital twins? Jeremy Georges-Filteau Elisa Cirillo SyDa AI4CE 104 17 0 27 May 2020
Class-Weighted Classification: Trade-offs and Robust Approaches Ziyu Xu Chen Dan Justin Khim Pradeep Ravikumar 73 39 0 26 May 2020