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 / 3,727 papers shown

Title
(Self-Attentive) Autoencoder-based Universal Language Representation for Machine Translation Carlos Escolano Marta R. Costa-jussá José A. R. Fonollosa SSL 43 7 0 15 Oct 2018
Point Cloud GAN Chun-Liang Li Manzil Zaheer Yang Zhang Barnabás Póczós Ruslan Salakhutdinov 3DPC 86 212 0 13 Oct 2018
A Tale of Three Probabilistic Families: Discriminative, Descriptive and Generative Models Ying Nian Wu Ruiqi Gao Tian Han Song-Chun Zhu TPM 44 18 0 09 Oct 2018
Doubly Reparameterized Gradient Estimators for Monte Carlo Objectives George Tucker Dieterich Lawson S. Gu Chris J. Maddison BDL 89 110 0 09 Oct 2018
Stein Neural Sampler Tianyang Hu Zixiang Chen Hanxi Sun Jincheng Bai Mao Ye Guang Cheng SyDa GAN 77 36 0 08 Oct 2018
Deep Diffeomorphic Normalizing Flows Hadi Salman Payman Yadollahpour Tom Fletcher N. Batmanghelich 78 27 0 08 Oct 2018
Rethinking Recurrent Latent Variable Model for Music Composition E. Koh Shlomo Dubnov Dustin Wright BDL DRL 77 18 0 07 Oct 2018
Scaling All-Goals Updates in Reinforcement Learning Using Convolutional Neural Networks Fabio Pardo Vitaly Levdik Petar Kormushev 50 4 0 06 Oct 2018
Adversarial Examples - A Complete Characterisation of the Phenomenon A. Serban E. Poll Joost Visser SILM AAML 102 49 0 02 Oct 2018
Taming VAEs Danilo Jimenez Rezende Fabio Viola DRL CML 70 186 0 01 Oct 2018
Improved Gradient-Based Optimization Over Discrete Distributions Evgeny Andriyash Arash Vahdat W. Macready 70 9 0 29 Sep 2018
Open-Ended Content-Style Recombination Via Leakage Filtering Karl Ridgeway Michael C. Mozer DRL VLM 24 2 0 28 Sep 2018
EDDI: Efficient Dynamic Discovery of High-Value Information with Partial VAE Chao Ma Sebastian Tschiatschek Konstantina Palla José Miguel Hernández-Lobato Sebastian Nowozin Cheng Zhang 96 129 0 28 Sep 2018
Morpho-MNIST: Quantitative Assessment and Diagnostics for Representation Learning Daniel Coelho De Castro Jeremy Tan Bernhard Kainz E. Konukoglu Ben Glocker DRL 73 71 0 27 Sep 2018
An Introduction to Probabilistic Programming Jan-Willem van de Meent Brooks Paige Hongseok Yang Frank Wood GP 88 200 0 27 Sep 2018
Variance reduction properties of the reparameterization trick Ming Xu M. Quiroz Robert Kohn Scott A. Sisson AAML 103 69 0 27 Sep 2018
Monge-Ampère Flow for Generative Modeling Linfeng Zhang E. Weinan Lei Wang DRL 92 63 0 26 Sep 2018
Explainable PCGML via Game Design Patterns Matthew J. Guzdial Josh Reno Jonathan Chen Gillian Smith Mark O. Riedl 80 33 0 25 Sep 2018
S-RL Toolbox: Environments, Datasets and Evaluation Metrics for State Representation Learning Antonin Raffin Ashley Hill Kalifou René Traoré Timothée Lesort Natalia Díaz Rodríguez David Filliat OffRL 95 35 0 25 Sep 2018
Variational Collaborative Learning for User Probabilistic Representation Kenan Cui Xu Chen Jiangchao Yao Ya Zhang 48 11 0 22 Sep 2018
Adaptive O-CNN: A Patch-based Deep Representation of 3D Shapes Peng-Shuai Wang Chun-Yu Sun Yang Liu Xin Tong 3DPC 3DV MedIm 79 121 0 21 Sep 2018
MIDI-VAE: Modeling Dynamics and Instrumentation of Music with Applications to Style Transfer Gino Brunner Andres Konrad Yuyi Wang Roger Wattenhofer 69 133 0 20 Sep 2018
Symbolic Music Genre Transfer with CycleGAN Gino Brunner Yuyi Wang Roger Wattenhofer Sumu Zhao GAN 97 74 0 20 Sep 2018
Predictive Collective Variable Discovery with Deep Bayesian Models M. Schöberl N. Zabaras P. Koutsourelakis 66 34 0 18 Sep 2018
Learning Robust Manipulation Skills with Guided Policy Search via Generative Motor Reflexes Philipp Ennen Pia Bresenitz R. Vossen F. Hees 31 8 0 15 Sep 2018
Variational Autoencoder with Implicit Optimal Priors Hiroshi Takahashi Tomoharu Iwata Yuki Yamanaka Masanori Yamada Satoshi Yagi DRL 107 65 0 14 Sep 2018
Unsupervised Abstractive Sentence Summarization using Length Controlled Variational Autoencoder Raphael Schumann DRL 47 21 0 14 Sep 2018
A Less Biased Evaluation of Out-of-distribution Sample Detectors Alireza Shafaei Mark Schmidt James J. Little OODD 122 58 0 13 Sep 2018
Unsupervised Representation Learning of Speech for Dialect Identification Suwon Shon Wei-Ning Hsu James R. Glass 42 13 0 12 Sep 2018
ClusterGAN : Latent Space Clustering in Generative Adversarial Networks Sudipto Mukherjee Himanshu Asnani Eugene Lin Sreeram Kannan GAN 77 340 0 10 Sep 2018
Deep Single-View 3D Object Reconstruction with Visual Hull Embedding Hanqing Wang Jiaolong Yang Wei Liang Xin Tong 3DV 32 25 0 10 Sep 2018
Probabilistic Binary Neural Networks Jorn W. T. Peters Max Welling BDL UQCV MQ 80 52 0 10 Sep 2018
Stellar Cluster Detection using GMM with Deep Variational Autoencoder Arnab Karmakar Deepak Mishra A. Tej DRL 23 6 0 05 Sep 2018
Bounded Rational Decision-Making with Adaptive Neural Network Priors Heinke Hihn Sebastian Gottwald Daniel A. Braun 75 10 0 04 Sep 2018
SOLAR: Deep Structured Representations for Model-Based Reinforcement Learning Marvin Zhang Sharad Vikram Laura M. Smith Pieter Abbeel Matthew J. Johnson Sergey Levine OffRL 90 42 0 28 Aug 2018
Importance Weighting and Variational Inference Justin Domke Daniel Sheldon 102 108 0 27 Aug 2018
DOPING: Generative Data Augmentation for Unsupervised Anomaly Detection with GAN Swee Kiat Lim Yi Loo Ngoc-Trung Tran Ngai-Man Cheung Gemma Roig Yuval Elovici 46 117 0 23 Aug 2018
Life-Long Disentangled Representation Learning with Cross-Domain Latent Homologies Alessandro Achille Tom Eccles Loic Matthey Christopher P. Burgess Nicholas Watters Alexander Lerchner I. Higgins BDL 79 119 0 20 Aug 2018
Question Generation from SQL Queries Improves Neural Semantic Parsing Daya Guo Yibo Sun Duyu Tang Nan Duan Jian Yin Hong Chi James Cao Peng Chen M. Zhou 77 55 0 20 Aug 2018
Universal Perceptual Grouping Ke Li Kaiyue Pang Jifei Song Yi-Zhe Song Tao Xiang Timothy M. Hospedales Honggang Zhang 126 49 0 07 Aug 2018
Deep Generative Modeling for Scene Synthesis via Hybrid Representations Zaiwei Zhang Zhenpei Yang Chongyang Ma Linjie Luo Alexander G. Huth E. Vouga Qi-Xing Huang GAN 3DPC 74 129 0 06 Aug 2018
Unbiased Implicit Variational Inference Michalis K. Titsias Francisco J. R. Ruiz BDL 126 57 0 06 Aug 2018
Variational Information Bottleneck on Vector Quantized Autoencoders Hanwei Wu M. Flierl DRL 29 5 0 02 Aug 2018
Deep Appearance Models for Face Rendering Stephen Lombardi Jason M. Saragih Tomas Simon Yaser Sheikh CVBM 3DH 79 282 0 01 Aug 2018
Deep Encoder-Decoder Models for Unsupervised Learning of Controllable Speech Synthesis G. Henter Jaime Lorenzo-Trueba Xin Wang Junichi Yamagishi DRL SSL 82 61 0 30 Jul 2018
Persuasive Faces: Generating Faces in Advertisements Christopher Thomas Adriana Kovashka CVBM GAN 41 10 0 25 Jul 2018
Differentiable Perturb-and-Parse: Semi-Supervised Parsing with a Structured Variational Autoencoder Caio Corro Ivan Titov BDL 56 56 0 25 Jul 2018
"Bilingual Expert" Can Find Translation Errors Kai Fan Jiayi Wang Yue Liu Fengming Zhou Boxing Chen Luo Si MoE 55 57 0 25 Jul 2018
The Variational Homoencoder: Learning to learn high capacity generative models from few examples Luke B. Hewitt Maxwell Nye Andreea Gane Tommi Jaakkola J. Tenenbaum BDL DRL GAN 88 68 0 24 Jul 2018
Understanding and representing the semantics of large structured documents M. Rahman Timothy W. Finin 27 5 0 24 Jul 2018