v1v2v3 (latest)

Decision-Making with Auto-Encoding Variational Bayes

17 February 2020

Romain Lopez

Pierre Boyeau

Nir Yosef

Michael I. Jordan

Jeffrey Regier

BDL

ArXiv (abs)PDF HTML

Papers citing "Decision-Making with Auto-Encoding Variational Bayes"

50 / 3,707 papers shown

Title
Deep $k$ -Means: Jointly clustering with $k$ -Means and learning representations Maziar Moradi Fard Thibaut Thonet Éric Gaussier 84 239 0 26 Jun 2018
Deep Generative Models with Learnable Knowledge Constraints Zhiting Hu Zichao Yang Ruslan Salakhutdinov Xiaodan Liang Lianhui Qin Haoye Dong Eric Xing BDL AI4CE 107 76 0 26 Jun 2018
Disentangled VAE Representations for Multi-Aspect and Missing Data Samuel K. Ainsworth N. Foti E. Fox DRL 95 15 0 24 Jun 2018
xGEMs: Generating Examplars to Explain Black-Box Models Shalmali Joshi Oluwasanmi Koyejo Been Kim Joydeep Ghosh MLAU 70 40 0 22 Jun 2018
Stochastic Wasserstein Autoencoder for Probabilistic Sentence Generation Hareesh Bahuleyan Lili Mou Hao Zhou Olga Vechtomova BDL DRL 43 6 0 22 Jun 2018
StructVAE: Tree-structured Latent Variable Models for Semi-supervised Semantic Parsing Pengcheng Yin Chunting Zhou Junxian He Graham Neubig GNN 78 102 0 20 Jun 2018
Accurate and Diverse Sampling of Sequences based on a "Best of Many" Sample Objective Apratim Bhattacharyya Bernt Schiele Mario Fritz 79 116 0 20 Jun 2018
Uncertainty in Multitask Transfer Learning Alexandre Lacoste Boris N. Oreshkin Wonchang Chung Thomas Boquet Negar Rostamzadeh David M. Krueger BDL UQCV SSL 105 21 0 20 Jun 2018
Unsupervised Word Segmentation from Speech with Attention Pierre Godard Marcely Zanon Boito Lucas Ondel Alexandre Berard François Yvon Aline Villavicencio Laurent Besacier 54 27 0 18 Jun 2018
Latent Convolutional Models ShahRukh Athar Evgeny Burnaev Victor Lempitsky DRL BDL SSL 92 19 0 16 Jun 2018
Controllable Semantic Image Inpainting Jin Xu Yee Whye Teh 51 7 0 15 Jun 2018
Autoregressive Quantile Networks for Generative Modeling Georg Ostrovski Will Dabney Rémi Munos DRL 120 87 0 14 Jun 2018
Only Bayes should learn a manifold (on the estimation of differential geometric structure from data) Søren Hauberg 69 32 0 13 Jun 2018
Explaining and Generalizing Back-Translation through Wake-Sleep Ryan Cotterell Julia Kreutzer 165 39 0 12 Jun 2018
Stochastic seismic waveform inversion using generative adversarial networks as a geological prior L. Mosser O. Dubrule M. Blunt GAN AI4CE 132 208 0 10 Jun 2018
Implicit Policy for Reinforcement Learning Yunhao Tang Shipra Agrawal 57 14 0 10 Jun 2018
Randomized Prior Functions for Deep Reinforcement Learning Ian Osband John Aslanides Albin Cassirer UQCV BDL 87 380 0 08 Jun 2018
Spreading vectors for similarity search Alexandre Sablayrolles Matthijs Douze Cordelia Schmid Hervé Jégou MQ 138 121 0 08 Jun 2018
Deep Variational Reinforcement Learning for POMDPs Maximilian Igl L. Zintgraf T. Le Frank Wood Shimon Whiteson BDL OffRL 79 262 0 06 Jun 2018
SOM-VAE: Interpretable Discrete Representation Learning on Time Series Vincent Fortuin Matthias Huser Francesco Locatello Heiko Strathmann Gunnar Rätsch BDL AI4TS 56 140 0 06 Jun 2018
Probabilistic Deep Learning using Random Sum-Product Networks Robert Peharz Antonio Vergari Karl Stelzner Alejandro Molina Martin Trapp Kristian Kersting Zoubin Ghahramani UQCV BDL TPM 46 29 0 05 Jun 2018
The Effect of Planning Shape on Dyna-style Planning in High-dimensional State Spaces G. Z. Holland Erik Talvitie Michael Bowling AI4CE 69 43 0 05 Jun 2018
Generative Modeling by Inclusive Neural Random Fields with Applications in Image Generation and Anomaly Detection Yunfu Song Zhijian Ou DiffM 107 30 0 01 Jun 2018
Resisting Adversarial Attacks using Gaussian Mixture Variational Autoencoders Partha Ghosh Arpan Losalka Michael J. Black AAML 67 78 0 31 May 2018
Forward Amortized Inference for Likelihood-Free Variational Marginalization L. Ambrogioni Umut Güçlü Julia Berezutskaya Eva W. P. van den Borne Yağmur Güçlütürk Max Hinne E. Maris Marcel van Gerven BDL VLM 67 17 0 29 May 2018
Semi-Implicit Variational Inference Mingzhang Yin Mingyuan Zhou BDL 89 128 0 28 May 2018
Differentiable Particle Filters: End-to-End Learning with Algorithmic Priors Rico Jonschkowski Divyam Rastogi Oliver Brock 70 135 0 28 May 2018
Deep Generative Models for Distribution-Preserving Lossy Compression Michael Tschannen E. Agustsson Mario Lucic 53 133 0 28 May 2018
Adaptive Network Sparsification with Dependent Variational Beta-Bernoulli Dropout Juho Lee Saehoon Kim Jaehong Yoon Haebeom Lee Eunho Yang Sung Ju Hwang 55 12 0 28 May 2018
A Stochastic Decoder for Neural Machine Translation P. Schulz Wilker Aziz Trevor Cohn BDL 74 29 0 28 May 2018
Semi-supervised Deep Kernel Learning: Regression with Unlabeled Data by Minimizing Predictive Variance Neal Jean Sang Michael Xie Stefano Ermon BDL SSL 75 76 0 26 May 2018
Maximizing acquisition functions for Bayesian optimization James T. Wilson Frank Hutter M. Deisenroth 153 250 0 25 May 2018
Cramer-Wold AutoEncoder Szymon Knop Jacek Tabor Przemyslaw Spurek Igor T. Podolak Marcin Mazur Stanislaw Jastrzebski GAN 81 34 0 23 May 2018
Probabilistic Riemannian submanifold learning with wrapped Gaussian process latent variable models Anton Mallasto Søren Hauberg Aasa Feragen 52 11 0 23 May 2018
Generalisation of structural knowledge in the hippocampal-entorhinal system James C. R. Whittington Timothy H. Muller Shirley Mark Caswell Barry Timothy Edward John Behrens 100 53 0 23 May 2018
Deep Energy Estimator Networks Saeed Saremi Arash Mehrjou Bernhard Schölkopf Aapo Hyvarinen 64 75 0 21 May 2018
Multiple Causal Inference with Latent Confounding Rajesh Ranganath A. Perotte CML 59 50 0 21 May 2018
Learning a face space for experiments on human identity Jordan W. Suchow Joshua C. Peterson Thomas Griffiths CVBM 20 8 0 19 May 2018
Nonparametric Bayesian Deep Networks with Local Competition Konstantinos P. Panousis S. Chatzis Sergios Theodoridis BDL 102 32 0 19 May 2018
XOGAN: One-to-Many Unsupervised Image-to-Image Translation Yongqi Zhang ViT GAN 41 9 0 18 May 2018
Generative networks as inverse problems with Scattering transforms Tomás Angles S. Mallat GAN 67 31 0 17 May 2018
Spatial Uncertainty Sampling for End-to-End Control Alexander Amini A. Soleimany S. Karaman Daniela Rus UQCV BDL 58 30 0 13 May 2018
Tile2Vec: Unsupervised representation learning for spatially distributed data Neal Jean Sherrie Wang Anshul Samar G. Azzari David B. Lobell Stefano Ermon SSL 90 200 0 08 May 2018
Learning to Sketch with Shortcut Cycle Consistency Jifei Song Kaiyue Pang Yi-Zhe Song Tao Xiang Timothy M. Hospedales 157 120 0 01 May 2018
Disentangling Factors of Variation with Cycle-Consistent Variational Auto-Encoders A. Jha Saket Anand Maneesh Kumar Singh V. Veeravasarapu CoGe DRL 66 128 0 27 Apr 2018
Adversarial Training of Variational Auto-encoders for High Fidelity Image Generation Salman H. Khan Munawar Hayat Nick Barnes GAN DRL 58 21 0 27 Apr 2018
Generative Temporal Models with Spatial Memory for Partially Observed Environments Marco Fraccaro Danilo Jimenez Rezende Yori Zwols Alexander Pritzel S. M. Ali Eslami Fabio Viola 112 28 0 25 Apr 2018
Style Transfer Through Back-Translation Shrimai Prabhumoye Yulia Tsvetkov Ruslan Salakhutdinov A. Black 136 386 0 24 Apr 2018
Mask-aware Photorealistic Face Attribute Manipulation Ruoqi Sun Chen Huang Jianping Shi Lizhuang Ma GAN CVBM 59 27 0 24 Apr 2018
Zero-Shot Visual Imitation Deepak Pathak Parsa Mahmoudieh Guanghao Luo Pulkit Agrawal Dian Chen Yide Shentu Evan Shelhamer Jitendra Malik Alexei A. Efros Trevor Darrell LM&Ro 121 301 0 23 Apr 2018