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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
Compositional Coding Capsule Network with K-Means Routing for Text Classification Hao Ren Hong-wei Lu 104 53 0 22 Oct 2018
Structured Content Preservation for Unsupervised Text Style Transfer Youzhi Tian Zhiting Hu Zhou Yu 93 45 0 15 Oct 2018
MeanSum: A Neural Model for Unsupervised Multi-document Abstractive Summarization Eric Chu Peter J. Liu 81 19 0 12 Oct 2018
Predictive Uncertainty through Quantization Bastiaan S. Veeling Rianne van den Berg Max Welling UQCV 60 1 0 12 Oct 2018
Rao-Blackwellized Stochastic Gradients for Discrete Distributions Runjing Liu Jeffrey Regier Nilesh Tripuraneni Michael I. Jordan Jon D. McAuliffe 92 32 0 10 Oct 2018
Feature Selection using Stochastic Gates Yutaro Yamada Ofir Lindenbaum S. Negahban Y. Kluger 178 42 0 09 Oct 2018
Design by adaptive sampling David H. Brookes Jennifer Listgarten TPM 122 66 0 08 Oct 2018
A Comprehensive Survey of Deep Learning for Image Captioning Md Zakir Hossain Ferdous Sohel M. Shiratuddin Hamid Laga VLM 3DV 202 781 0 06 Oct 2018
Actor-Attention-Critic for Multi-Agent Reinforcement Learning Shariq Iqbal Fei Sha 74 761 0 05 Oct 2018
Differentiable Antithetic Sampling for Variance Reduction in Stochastic Variational Inference Mike Wu Noah D. Goodman Stefano Ermon BDL DRL 85 13 0 05 Oct 2018
Relaxed Quantization for Discretized Neural Networks Christos Louizos M. Reisser Tijmen Blankevoort E. Gavves Max Welling MQ 103 132 0 03 Oct 2018
Phasebook and Friends: Leveraging Discrete Representations for Source Separation Jonathan Le Roux Gordon Wichern Shinji Watanabe Andy M. Sarroff J. Hershey 70 77 0 02 Oct 2018
Directed-Info GAIL: Learning Hierarchical Policies from Unsegmented Demonstrations using Directed Information Arjun Sharma Mohit Sharma Nicholas Rhinehart Kris Kitani 84 68 0 29 Sep 2018
Improved Gradient-Based Optimization Over Discrete Distributions Evgeny Andriyash Arash Vahdat W. Macready 74 9 0 29 Sep 2018
SALSA-TEXT : self attentive latent space based adversarial text generation Jules Gagnon-Marchand Hamed Sadeghi Md. Akmal Haidar Mehdi Rezagholizadeh 82 18 0 28 Sep 2018
NEXUS Network: Connecting the Preceding and the Following in Dialogue Generation Hui Su Xiaoyu Shen Wenjie Li Dietrich Klakow 106 30 0 27 Sep 2018
Tangent: Automatic differentiation using source-code transformation for dynamically typed array programming B. V. Merrienboer D. Moldovan Alexander B. Wiltschko 63 31 0 25 Sep 2018
A Probabilistic Semi-Supervised Approach to Multi-Task Human Activity Modeling Judith Butepage Hedvig Kjellström Danica Kragic 86 8 0 24 Sep 2018
Learning Quickly to Plan Quickly Using Modular Meta-Learning Rohan Chitnis L. Kaelbling Tomás Lozano-Pérez 76 26 0 20 Sep 2018
Interpretable Textual Neuron Representations for NLP Nina Poerner Benjamin Roth Hinrich Schütze FAtt AI4CE MILM 60 27 0 19 Sep 2018
InfoSSM: Interpretable Unsupervised Learning of Nonparametric State-Space Model for Multi-modal Dynamics Young-Jin Park Han-Lim Choi 32 0 0 19 Sep 2018
Detect, anticipate and generate: Semi-supervised recurrent latent variable models for human activity modeling Judith Butepage Danica Kragic DRL 29 0 0 19 Sep 2018
Discretely Relaxing Continuous Variables for tractable Variational Inference Trefor W. Evans P. Nair BDL 57 0 0 12 Sep 2018
Probabilistic Binary Neural Networks Jorn W. T. Peters Max Welling BDL UQCV MQ 80 52 0 10 Sep 2018
Tracking by Animation: Unsupervised Learning of Multi-Object Attentive Trackers Zhen He Jian Li Daxue Liu Hangen He David Barber VOT 77 54 0 10 Sep 2018
Are You Sure You Want To Do That? Classification with Verification Harris Chan Atef Chaudhury Kevin Shen 29 0 0 07 Sep 2018
Sample-Efficient Imitation Learning via Generative Adversarial Nets Lionel Blondé Alexandros Kalousis GAN 67 47 0 06 Sep 2018
Adversarial Reprogramming of Text Classification Neural Networks Paarth Neekhara Shehzeen Samarah Hussain Shlomo Dubnov F. Koushanfar AAML SILM 98 9 0 06 Sep 2018
Texar: A Modularized, Versatile, and Extensible Toolkit for Text Generation Zhiting Hu Haoran Shi Bowen Tan Wentao Wang Zichao Yang ... Zhengzhong Liu Xiaodan Liang Wangrong Zhu Devendra Singh Sachan Eric Xing VLM 147 56 0 04 Sep 2018
On Tree-Based Neural Sentence Modeling Freda Shi Hao Zhou Jiaze Chen Lei Li AI4CE 80 42 0 29 Aug 2018
Deriving Machine Attention from Human Rationales Yujia Bao Shiyu Chang Mo Yu Regina Barzilay 43 107 0 28 Aug 2018
Scalable Population Synthesis with Deep Generative Modeling S. Borysov Jeppe Rich Francisco Câmara Pereira 41 58 0 21 Aug 2018
Discrete Structural Planning for Neural Machine Translation Raphael Shu Hideki Nakayama 44 2 0 14 Aug 2018
A Review of Learning with Deep Generative Models from Perspective of Graphical Modeling Zhijian Ou 112 16 0 05 Aug 2018
Learning Visual Question Answering by Bootstrapping Hard Attention Mateusz Malinowski Carl Doersch Adam Santoro Peter W. Battaglia OOD 92 96 0 01 Aug 2018
ARM: Augment-REINFORCE-Merge Gradient for Stochastic Binary Networks Mingzhang Yin Mingyuan Zhou MQ 139 11 0 30 Jul 2018
Multi-Agent Generative Adversarial Imitation Learning Jiaming Song Hongyu Ren Dorsa Sadigh Stefano Ermon GAN 65 224 0 26 Jul 2018
Differentiable Perturb-and-Parse: Semi-Supervised Parsing with a Structured Variational Autoencoder Caio Corro Ivan Titov BDL 58 56 0 25 Jul 2018
Backprop-Q: Generalized Backpropagation for Stochastic Computation Graphs Xiaoran Xu Songpeng Zu Yuan Zhang Hanning Zhou Wei Feng BDL 63 4 0 25 Jul 2018
Learning Plannable Representations with Causal InfoGAN Thanard Kurutach Aviv Tamar Ge Yang Stuart J. Russell Pieter Abbeel GAN DRL 82 181 0 24 Jul 2018
Explaining Image Classifiers by Counterfactual Generation C. Chang Elliot Creager Anna Goldenberg David Duvenaud VLM 85 267 0 20 Jul 2018
Airline Passenger Name Record Generation using Generative Adversarial Networks Alejandro Mottini Alix Lhéritier Rodrigo Acuna-Agost GAN 63 52 0 17 Jul 2018
Item Recommendation with Variational Autoencoders and Heterogenous Priors Giannis Karamanolakis Kevin Raji Cherian A. Narayan Jie Yuan Da Tang Tony Jebara DRL 57 45 0 17 Jul 2018
Adversarially Learned Mixture Model Andrew Jesson Cécile Low-Kam Tanya Nair F. Soudan Florent Chandelier Nicolas Chapados 27 2 0 14 Jul 2018
Inferring Multidimensional Rates of Aging from Cross-Sectional Data Emma Pierson Pang Wei Koh Tatsunori Hashimoto D. Koller J. Leskovec N. Eriksson Percy Liang 77 10 0 12 Jul 2018
Explorations in Homeomorphic Variational Auto-Encoding Luca Falorsi P. D. Haan Tim R. Davidson Nicola De Cao Maurice Weiler Patrick Forré Taco S. Cohen BDL DRL 107 115 0 12 Jul 2018
Learning Product Codebooks using Vector Quantized Autoencoders for Image Retrieval Hanwei Wu M. Flierl SSL CML DRL 158 19 0 12 Jul 2018
Distributed Variational Representation Learning Iñaki Estella Aguerri Milad Sefidgaran 88 73 0 11 Jul 2018
Latent Alignment and Variational Attention Yuntian Deng Yoon Kim Justin T. Chiu Demi Guo Alexander M. Rush BDL 68 111 0 10 Jul 2018
Handling Incomplete Heterogeneous Data using VAEs A. Nazábal Pablo Martínez Olmos Zoubin Ghahramani Isabel Valera 67 353 0 10 Jul 2018