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Categorical Reparameterization with Gumbel-Softmax

3 November 2016

Papers citing "Categorical Reparameterization with Gumbel-Softmax"

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Title
Bi-level Actor-Critic for Multi-agent Coordination Haifeng Zhang Weizhe Chen Zeren Huang Minne Li Yaodong Yang Weinan Zhang Jun Wang 188 93 0 08 Sep 2019
Relationships from Entity Stream Martin Andrews Sam Witteveen AI4TS GNN 23 0 0 07 Sep 2019
Semantic Role Labeling with Iterative Structure Refinement Chunchuan Lyu Shay B. Cohen Ivan Titov OffRL 77 22 0 07 Sep 2019
An Auxiliary Classifier Generative Adversarial Framework for Relation Extraction Yun Zhao GAN 27 2 0 06 Sep 2019
Population-based Gradient Descent Weight Learning for Graph Coloring Problems Olivier Goudet B. Duval Jin-Kao Hao 37 1 0 05 Sep 2019
Mixture Content Selection for Diverse Sequence Generation Jaemin Cho Minjoon Seo Hannaneh Hajishirzi 57 61 0 04 Sep 2019
Likelihood-Free Overcomplete ICA and Applications in Causal Discovery Chenwei Ding Biwei Huang Kun Zhang Dacheng Tao CML 48 6 0 04 Sep 2019
Improving Disentangled Representation Learning with the Beta Bernoulli Process P. Gyawali Zhiyuan Li Cameron Knight S. Ghimire B. Horácek J. Sapp Linwei Wang CML CoGe DRL 66 12 0 03 Sep 2019
Feature Gradients: Scalable Feature Selection via Discrete Relaxation Rishit Sheth Nicolò Fusi 29 3 0 27 Aug 2019
PixelVAE++: Improved PixelVAE with Discrete Prior Hossein Sadeghi Evgeny Andriyash W. Vinci L. Buffoni Mohammad H. Amin BDL DRL 55 33 0 26 Aug 2019
Differentiable Product Quantization for End-to-End Embedding Compression Ting Chen Lala Li Yizhou Sun MQ 55 68 0 26 Aug 2019
Stochastic Filter Groups for Multi-Task CNNs: Learning Specialist and Generalist Convolution Kernels Felix J. S. Bragman Ryutaro Tanno Sebastien Ourselin Daniel C. Alexander M. Jorge Cardoso 73 87 0 26 Aug 2019
Efficient Deep Neural Networks Bichen Wu 61 12 0 20 Aug 2019
Hamming Sentence Embeddings for Information Retrieval Felix Hamann N. Kurz A. Ulges 31 2 0 15 Aug 2019
Mastering emergent language: learning to guide in simulated navigation Mathijs Mul Diane Bouchacourt Elia Bruni LLMAG 50 9 0 14 Aug 2019
HorNet: A Hierarchical Offshoot Recurrent Network for Improving Person Re-ID via Image Captioning Shiyang Yan Jun Xu Yuai Liu Lin Xu 104 7 0 14 Aug 2019
A Review of Cooperative Multi-Agent Deep Reinforcement Learning Afshin Oroojlooyjadid Davood Hajinezhad 124 439 0 11 Aug 2019
Unsupervised Neural Quantization for Compressed-Domain Similarity Search S. Morozov Artem Babenko 82 29 0 11 Aug 2019
Neural Image Compression and Explanation Xiang Li Shihao Ji 35 10 0 09 Aug 2019
Promoting Coordination through Policy Regularization in Multi-Agent Deep Reinforcement Learning Julien Roy Paul Barde Félix G. Harvey Derek Nowrouzezahrai C. Pal 58 3 0 06 Aug 2019
SqueezeNAS: Fast neural architecture search for faster semantic segmentation Albert Eaton Shaw D. Hunter F. Iandola Sammy Sidhu SSeg 139 73 0 05 Aug 2019
Unsupervised Learning of Depth and Deep Representation for Visual Odometry from Monocular Videos in a Metric Space Xiaochuan Yin Chengju Liu MDE 63 0 0 04 Aug 2019
AutoML: A Survey of the State-of-the-Art Xin He Kaiyong Zhao Xiaowen Chu 194 1,480 0 02 Aug 2019
Deep-learning-based Optimization of the Under-sampling Pattern in MRI C. D. Bahadir Alan Q. Wang Adrian Dalca M. Sabuncu 51 9 0 26 Jul 2019
Pre-Learning Environment Representations for Data-Efficient Neural Instruction Following David Gaddy Dan Klein 78 11 0 23 Jul 2019
Off-policy Learning for Multiple Loggers Li He Long Xia Wei Zeng Zhi-Ming Ma Yue Zhao D. Yin OffRL 57 10 0 23 Jul 2019
Information-Bottleneck Approach to Salient Region Discovery A. Zhmoginov Ian S. Fischer Mark Sandler 73 19 0 22 Jul 2019
Product Aesthetic Design: A Machine Learning Augmentation Alex Burnap J. Hauser Artem Timoshenko 41 47 0 17 Jul 2019
The continuous Bernoulli: fixing a pervasive error in variational autoencoders Gabriel Loaiza-Ganem John P. Cunningham DRL 141 84 0 16 Jul 2019
Gated-SCNN: Gated Shape CNNs for Semantic Segmentation Towaki Takikawa David Acuna Varun Jampani Sanja Fidler 118 614 0 12 Jul 2019
DisCoRL: Continual Reinforcement Learning via Policy Distillation Kalifou René Traoré Hugo Caselles-Dupré Timothée Lesort Te Sun Guanghang Cai Natalia Díaz Rodríguez David Filliat OffRL 94 61 0 11 Jul 2019
Variational Autoencoders and Nonlinear ICA: A Unifying Framework Ilyes Khemakhem Diederik P. Kingma Ricardo Pio Monti Aapo Hyvarinen OOD 108 599 0 10 Jul 2019
Hybrid system identification using switching density networks Michael G. Burke Yordan V. Hristov S. Ramamoorthy 65 13 0 09 Jul 2019
Generative Models for Automatic Chemical Design Daniel Schwalbe-Koda Rafael Gómez-Bombarelli MedIm AI4CE 87 81 0 02 Jul 2019
EGG: a toolkit for research on Emergence of lanGuage in Games Eugene Kharitonov Rahma Chaabouni Diane Bouchacourt Marco Baroni 100 76 0 01 Jul 2019
Modeling Tabular data using Conditional GAN Lei Xu Maria Skoularidou Alfredo Cuesta-Infante K. Veeramachaneni CML MU SyDa GAN 150 1,278 0 01 Jul 2019
The Thermodynamic Variational Objective Vaden Masrani T. Le Frank Wood 130 48 0 28 Jun 2019
ARMIN: Towards a More Efficient and Light-weight Recurrent Memory Network Zhangheng Li Jia-Xing Zhong Jingjia Huang Tao Zhang Thomas H. Li Ge Li 65 2 0 28 Jun 2019
Compositional Transfer in Hierarchical Reinforcement Learning Markus Wulfmeier A. Abdolmaleki Roland Hafner Jost Tobias Springenberg Michael Neunert Tim Hertweck Thomas Lampe Noah Y. Siegel N. Heess Martin Riedmiller 111 27 0 26 Jun 2019
Latent Multi-Criteria Ratings for Recommendations Pan Li Alexander Tuzhilin 60 23 0 26 Jun 2019
An Unsupervised Bayesian Neural Network for Truth Discovery in Social Networks Jielong Yang Wee Peng Tay BDL 53 8 0 25 Jun 2019
Learning Causal State Representations of Partially Observable Environments Amy Zhang Zachary Chase Lipton Luis Villaseñor-Pineda Kamyar Azizzadenesheli Anima Anandkumar Laurent Itti Joelle Pineau Tommaso Furlanello CML 117 51 0 25 Jun 2019
Learning Latent Trees with Stochastic Perturbations and Differentiable Dynamic Programming Caio Corro Ivan Titov 75 17 0 24 Jun 2019
SampleFix: Learning to Generate Functionally Diverse Fixes Hossein Hajipour Apratim Bhattacharyya Cristian-Alexandru Staicu Mario Fritz 40 5 0 24 Jun 2019
Decomposable Neural Paraphrase Generation Zichao Li Xin Jiang Lifeng Shang Qun Liu 67 90 0 24 Jun 2019
Densely Connected Search Space for More Flexible Neural Architecture Search Jiemin Fang Yuzhu Sun Qian Zhang Yuan Li Wenyu Liu Xinggang Wang 120 125 0 23 Jun 2019
Smaller Text Classifiers with Discriminative Cluster Embeddings Mingda Chen Kevin Gimpel 25 6 0 23 Jun 2019
SeGMA: Semi-Supervised Gaussian Mixture Auto-Encoder Marek Śmieja Maciej Wołczyk Jacek Tabor Bernhard C. Geiger 44 23 0 21 Jun 2019
Rules of the Road: Predicting Driving Behavior with a Convolutional Model of Semantic Interactions Joey Hong Benjamin Sapp James Philbin 107 249 0 21 Jun 2019
Learning Compressed Sentence Representations for On-Device Text Processing Dinghan Shen Pengyu Cheng Dhanasekar Sundararaman Xinyuan Zhang Qian Yang Meng Tang Asli Celikyilmaz Lawrence Carin 67 23 0 19 Jun 2019