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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
Cross-Modal Hierarchical Modelling for Fine-Grained Sketch Based Image Retrieval Aneeshan Sain A. Bhunia Yongxin Yang Tao Xiang Yi-Zhe Song 86 50 0 29 Jul 2020
Approximation Based Variance Reduction for Reparameterization Gradients Tomas Geffner Justin Domke BDL DRL 83 10 0 29 Jul 2020
FIVES: Feature Interaction Via Edge Search for Large-Scale Tabular Data Yuexiang Xie Zhen Wang Yaliang Li Bolin Ding Nezihe Merve Gürel Ce Zhang Minlie Huang Wei Lin Jingren Zhou 106 28 0 29 Jul 2020
Learning the Solution Manifold in Optimization and Its Application in Motion Planning Takayuki Osa 57 2 0 24 Jul 2020
Off-Policy Multi-Agent Decomposed Policy Gradients Yihan Wang Beining Han Tonghan Wang Heng Dong Chongjie Zhang 106 181 0 24 Jul 2020
Private Post-GAN Boosting Marcel Neunhoeffer Zhiwei Steven Wu Cynthia Dwork 199 29 0 23 Jul 2020
Learning Structured Latent Factors from Dependent Data:A Generative Model Framework from Information-Theoretic Perspective Ruixiang Zhang Masanori Koyama Katsuhiko Ishiguro CML 65 6 0 21 Jul 2020
Learning to Compose Hypercolumns for Visual Correspondence Juhong Min Jongmin Lee Jean Ponce Minsu Cho OCL 80 79 0 21 Jul 2020
Learning latent representations across multiple data domains using Lifelong VAEGAN Fei Ye A. Bors SyDa CLL 68 67 0 20 Jul 2020
Mixture Representation Learning with Coupled Autoencoders Yeganeh M. Marghi Rohan Gala U. Sümbül BDL 31 0 0 20 Jul 2020
Towards Emergent Language Symbolic Semantic Segmentation and Model Interpretability Alberto Santamaria-Pang James R. Kubricht Aritra Chowdhury Chitresh Bhushan Peter Tu MedIm 62 13 0 18 Jul 2020
Learning to Discretely Compose Reasoning Module Networks for Video Captioning Ganchao Tan Daqing Liu Meng Wang Zhengjun Zha LRM 88 74 0 17 Jul 2020
Self-Supervised Bernoulli Autoencoders for Semi-Supervised Hashing Ricardo Ñanculef Francisco Mena A. Macaluso Stefano Lodi Claudio Sartori SSL 23 5 0 17 Jul 2020
OccamNet: A Fast Neural Model for Symbolic Regression at Scale Owen Dugan Rumen Dangovski Allan dos Santos Costa Samuel Kim Pawan Goyal J. Jacobson M. Soljavcić 95 11 0 16 Jul 2020
RetrieveGAN: Image Synthesis via Differentiable Patch Retrieval Hung-Yu Tseng Hsin-Ying Lee Lu Jiang Ming-Hsuan Yang Weilong Yang DiffM 3DV 161 54 0 16 Jul 2020
GRADE: Graph Dynamic Embedding Simeon E. Spasov A. D. Stefano Pietro Lio Jian Tang 71 4 0 16 Jul 2020
Relaxed-Responsibility Hierarchical Discrete VAEs M. Willetts Xenia Miscouridou Stephen J. Roberts Chris Holmes BDL DRL 99 5 0 14 Jul 2020
Failure Modes of Variational Autoencoders and Their Effects on Downstream Tasks Yaniv Yacoby Weiwei Pan Finale Doshi-Velez CML DRL 110 26 0 14 Jul 2020
Learning Randomly Perturbed Structured Predictors for Direct Loss Minimization Hedda Cohen Indelman Tamir Hazan 53 8 0 11 Jul 2020
Adversarially-learned Inference via an Ensemble of Discrete Undirected Graphical Models Adarsh K. Jeewajee L. Kaelbling BDL 64 1 0 09 Jul 2020
Graph-Based Continual Learning Binh Tang David S. Matteson BDL CLL 76 37 0 09 Jul 2020
Differentiable Unsupervised Feature Selection based on a Gated Laplacian Ofir Lindenbaum Uri Shaham Jonathan Svirsky Erez Peterfreund Y. Kluger 142 6 0 09 Jul 2020
Searching for Efficient Architecture for Instrument Segmentation in Robotic Surgery D. Pakhomov Nassir Navab 36 15 0 08 Jul 2020
Operation-Aware Soft Channel Pruning using Differentiable Masks Minsoo Kang Bohyung Han AAML 73 141 0 08 Jul 2020
NVAE: A Deep Hierarchical Variational Autoencoder Arash Vahdat Jan Kautz BDL 198 919 0 08 Jul 2020
Learning to learn generative programs with Memoised Wake-Sleep Luke B. Hewitt T. Le J. Tenenbaum CLL 75 27 0 06 Jul 2020
Adaptive Risk Minimization: Learning to Adapt to Domain Shift Marvin Zhang Henrik Marklund Nikita Dhawan Abhishek Gupta Sergey Levine Chelsea Finn OOD 89 208 0 06 Jul 2020
Weight-dependent Gates for Network Pruning Yun Li Zechun Liu Weiqun Wu Haotian Yao Xinming Zhang Fangqiu Yi B. Yin 85 14 0 04 Jul 2020
FracBits: Mixed Precision Quantization via Fractional Bit-Widths Linjie Yang Qing Jin MQ 101 74 0 04 Jul 2020
Efficient Marginalization of Discrete and Structured Latent Variables via Sparsity Gonçalo M. Correia Vlad Niculae Wilker Aziz André F. T. Martins BDL 162 23 0 03 Jul 2020
Differentiable Causal Discovery from Interventional Data P. Brouillard Sébastien Lachapelle Alexandre Lacoste Simon Lacoste-Julien Alexandre Drouin CML 112 191 0 03 Jul 2020
Generating Informative Dialogue Responses with Keywords-Guided Networks Heng-Da Xu Xian-Ling Mao Zewen Chi Jing-Jing Zhu Fanshu Sun Heyan Huang BDL 116 5 0 03 Jul 2020
AutoBayes: Automated Bayesian Graph Exploration for Nuisance-Robust Inference Andac Demir T. Koike-Akino Ye Wang Deniz Erdogmus 36 0 0 02 Jul 2020
In-Distribution Interpretability for Challenging Modalities Cosmas Heiß Ron Levie Cinjon Resnick Gitta Kutyniok Joan Bruna 30 7 0 01 Jul 2020
Adversarial Example Games A. Bose Gauthier Gidel Hugo Berrard Andre Cianflone Pascal Vincent Simon Lacoste-Julien William L. Hamilton AAML GAN 143 52 0 01 Jul 2020
Causal Discovery in Physical Systems from Videos Yunzhu Li Antonio Torralba Anima Anandkumar Dieter Fox Animesh Garg CML 137 104 0 01 Jul 2020
Continual Learning: Tackling Catastrophic Forgetting in Deep Neural Networks with Replay Processes Timothée Lesort CLL 85 22 0 01 Jul 2020
Semi-supervised Sequential Generative Models Michael Teng T. Le Adam Scibior Frank Wood BDL AI4TS 59 3 0 30 Jun 2020
PLATO-2: Towards Building an Open-Domain Chatbot via Curriculum Learning Siqi Bao H. He Fan Wang Hua Wu Haifeng Wang Wenquan Wu Zhen Guo Zhibin Liu Xinchao Xu 92 138 0 30 Jun 2020
Object Files and Schemata: Factorizing Declarative and Procedural Knowledge in Dynamical Systems Anirudh Goyal Alex Lamb Phanideep Gampa Philippe Beaudoin Sergey Levine Charles Blundell Yoshua Bengio Michael C. Mozer OCL 107 72 0 29 Jun 2020
Composed Fine-Tuning: Freezing Pre-Trained Denoising Autoencoders for Improved Generalization Sang Michael Xie Tengyu Ma Percy Liang 143 15 0 29 Jun 2020
SoftSort: A Continuous Relaxation for the argsort Operator S. Prillo Julian Martin Eisenschlos ODL 85 68 0 29 Jun 2020
Reliable Categorical Variational Inference with Mixture of Discrete Normalizing Flows Tomasz Kuśmierczyk Arto Klami BDL DRL 29 0 0 28 Jun 2020
Intrinsic Reward Driven Imitation Learning via Generative Model Xingrui Yu Yueming Lyu Ivor W. Tsang 54 55 0 26 Jun 2020
Neural Decomposition: Functional ANOVA with Variational Autoencoders Kaspar Märtens C. Yau DRL 40 10 0 25 Jun 2020
Set Based Stochastic Subsampling Bruno Andreis Seanie Lee A. Nguyen Juho Lee Eunho Yang Sung Ju Hwang BDL 44 0 0 25 Jun 2020
Unsupervised Cross-lingual Representation Learning for Speech Recognition Alexis Conneau Alexei Baevski R. Collobert Abdel-rahman Mohamed Michael Auli SSL 175 782 0 24 Jun 2020
GIFnets: Differentiable GIF Encoding Framework Innfarn Yoo Xiyang Luo Yilin Wang Feng Yang P. Milanfar 58 4 0 24 Jun 2020
not-MIWAE: Deep Generative Modelling with Missing not at Random Data Niels Bruun Ipsen Pierre-Alexandre Mattei J. Frellsen DRL 70 57 0 23 Jun 2020
Fast and Flexible Temporal Point Processes with Triangular Maps Oleksandr Shchur Nicholas Gao Marin Bilovs Stephan Günnemann 122 35 0 22 Jun 2020