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 / 3,731 papers shown

Title
State representation learning with recurrent capsule networks Louis Annabi Michael Garcia Ortiz SSL 23 3 0 28 Dec 2018
Robustness to Out-of-Distribution Inputs via Task-Aware Generative Uncertainty R. McAllister G. Kahn Jeff Clune Sergey Levine UQCV OOD 84 38 0 27 Dec 2018
NADPEx: An on-policy temporally consistent exploration method for deep reinforcement learning Sirui Xie Junning Huang Lanxin Lei Chunxiao Liu Zheng Ma Wayne Zhang Liang Lin 54 8 0 21 Dec 2018
Domain Adaptation for Reinforcement Learning on the Atari Thomas Carr Maria Chli George Vogiatzis 38 22 0 18 Dec 2018
Variational Autoencoders Pursue PCA Directions (by Accident) Michal Rolínek Dominik Zietlow Georg Martius OOD DRL 76 152 0 17 Dec 2018
Learning Latent Subspaces in Variational Autoencoders Jack Klys Jake C. Snell R. Zemel SSL DRL 138 141 0 14 Dec 2018
AdaFlow: Domain-Adaptive Density Estimator with Application to Anomaly Detection and Unpaired Cross-Domain Translation Masataka Yamaguchi Yuma Koizumi Noboru Harada 88 37 0 14 Dec 2018
Encoding prior knowledge in the structure of the likelihood Jakob Knollmüller T. Ensslin 69 11 0 11 Dec 2018
Learning latent representations for style control and transfer in end-to-end speech synthesis Ya-Jie Zhang Shifeng Pan Lei He Zhenhua Ling BDL SSL DRL 77 229 0 11 Dec 2018
Deep Learning on Graphs: A Survey Ziwei Zhang Peng Cui Wenwu Zhu GNN 195 1,342 0 11 Dec 2018
Occupancy Networks: Learning 3D Reconstruction in Function Space L. Mescheder Michael Oechsle Michael Niemeyer Sebastian Nowozin Andreas Geiger 3DV 255 2,910 0 10 Dec 2018
Style Transfer and Extraction for the Handwritten Letters Using Deep Learning Omar Mohammed Gérard Bailly D. Pellier 46 1 0 10 Dec 2018
Counterfactuals uncover the modular structure of deep generative models M. Besserve Arash Mehrjou Rémy Sun Bernhard Schölkopf DRL BDL DiffM 119 107 0 08 Dec 2018
Deep Variational Transfer: Transfer Learning through Semi-supervised Deep Generative Models Marouan Belhaj P. Protopapas Weiwei Pan DRL 30 11 0 07 Dec 2018
MIWAE: Deep Generative Modelling and Imputation of Incomplete Data Pierre-Alexandre Mattei J. Frellsen SyDa 90 46 0 06 Dec 2018
Context-Aware Synthesis and Placement of Object Instances Donghoon Lee Sifei Liu Liang Feng Ming-Yuan Liu Ming-Hsuan Yang Jan Kautz 91 117 0 06 Dec 2018
Differentially Private Data Generative Models Qingrong Chen Chong Xiang Minhui Xue Yue Liu Nikita Borisov Dali Kaafar Haojin Zhu SyDa AAML 72 79 0 06 Dec 2018
Domain Mismatch Robust Acoustic Scene Classification using Channel Information Conversion Seongkyu Mun Suwon Shon 39 21 0 04 Dec 2018
FaceFeat-GAN: a Two-Stage Approach for Identity-Preserving Face Synthesis Yujun Shen Bolei Zhou Ping Luo Xiaoou Tang CVBM 77 38 0 04 Dec 2018
Semantic Image Inpainting Through Improved Wasserstein Generative Adversarial Networks Patricia Vitoria Joan Sintes C. Ballester GAN 110 29 0 03 Dec 2018
DeepVoxels: Learning Persistent 3D Feature Embeddings Vincent Sitzmann Justus Thies Felix Heide Matthias Nießner Gordon Wetzstein Michael Zollhöfer SSL 3DPC MDE 177 669 0 03 Dec 2018
Learning Speaker Representations with Mutual Information Mirco Ravanelli Yoshua Bengio SSL DRL 92 91 0 01 Dec 2018
Instance-level Facial Attributes Transfer with Geometry-Aware Flow Weidong Yin Ziwei Liu Chen Change Loy 3DH CVBM 144 37 0 30 Nov 2018
Eigenvalue Corrected Noisy Natural Gradient Juhan Bae Guodong Zhang Roger C. Grosse 87 18 0 30 Nov 2018
Simulated Tempering Langevin Monte Carlo II: An Improved Proof using Soft Markov Chain Decomposition Rong Ge Holden Lee Andrej Risteski 178 29 0 29 Nov 2018
Synthesizing Tabular Data using Generative Adversarial Networks L. Xu K. Veeramachaneni CML GAN 89 253 0 27 Nov 2018
GAN Dissection: Visualizing and Understanding Generative Adversarial Networks David Bau Jun-Yan Zhu Hendrik Strobelt Bolei Zhou J. Tenenbaum William T. Freeman Antonio Torralba GAN 29 0 0 26 Nov 2018
Planning in Dynamic Environments with Conditional Autoregressive Models Johanna Hansen Kyle Kastner Aaron Courville Gregory Dudek 41 1 0 25 Nov 2018
Self Paced Adversarial Training for Multimodal Few-shot Learning Frederik Pahde O. Ostapenko P. Jähnichen T. Klein Moin Nabi 73 25 0 22 Nov 2018
Another Diversity-Promoting Objective Function for Neural Dialogue Generation Ryo Nakamura Katsuhito Sudoh Koichiro Yoshino Satoshi Nakamura 60 25 0 20 Nov 2018
Neural Joint Source-Channel Coding Kristy Choi Kedar Tatwawadi Aditya Grover Tsachy Weissman Stefano Ermon 64 39 0 19 Nov 2018
Agent Embeddings: A Latent Representation for Pole-Balancing Networks Oscar Chang Robert Kwiatkowski Siyuan Chen Hod Lipson 144 6 0 12 Nov 2018
Multi-Source Neural Variational Inference Richard Kurle Stephan Günnemann Patrick van der Smagt BDL SSL DRL 87 25 0 11 Nov 2018
Towards Governing Agent's Efficacy: Action-Conditional $β$ -VAE for Deep Transparent Reinforcement Learning John Yang Gyujeong Lee Minsung Hyun Simyung Chang Nojun Kwak 65 3 0 11 Nov 2018
Deep Ensemble Bayesian Active Learning : Addressing the Mode Collapse issue in Monte Carlo dropout via Ensembles Remus Pop Patric Fulop UQCV 66 41 0 09 Nov 2018
Concept Learning with Energy-Based Models William J. Wilkinson 154 26 0 06 Nov 2018
Simple, Distributed, and Accelerated Probabilistic Programming Like Hui Matthew Hoffman Siyuan Ma Christopher Suter Srinivas Vasudevan Alexey Radul M. Belkin Rif A. Saurous BDL 85 56 0 05 Nov 2018
Learning Shared Dynamics with Meta-World Models Lisheng Wu Minne Li Jun Wang 30 0 0 05 Nov 2018
Towards a Near Universal Time Series Data Mining Tool: Introducing the Matrix Profile Richard T. Marriott AI4TS 52 11 0 05 Nov 2018
Improving GAN with neighbors embedding and gradient matching Ngoc-Trung Tran Tuan-Anh Bui Ngai-Man Cheung GAN 68 16 0 04 Nov 2018
On the Generation of Medical Question-Answer Pairs Sheng Shen Yaliang Li Nan Du X. Wu Yusheng Xie Shen Ge Tao Yang Kai Wang Xin-Fang Liang Wei Fan MedIm 58 21 0 01 Nov 2018
CariGAN: Caricature Generation through Weakly Paired Adversarial Learning Wenbin Li Wei Xiong Haofu Liao Jing Huo Yang Gao Jiebo Luo GAN 102 44 0 01 Nov 2018
Latent Variable Model for Multi-modal Translation Iacer Calixto Miguel Rios Wilker Aziz 52 3 0 01 Nov 2018
A task in a suit and a tie: paraphrase generation with semantic augmentation Su Wang Rahul Gupta Nancy Chang Jason Baldridge 92 65 0 31 Oct 2018
Generating Photo-Realistic Training Data to Improve Face Recognition Accuracy Daniel Saez-Trigueros Lily Meng Margaret Hartnett GAN CVBM 151 37 0 31 Oct 2018
Learning to Represent Edits Pengcheng Yin Graham Neubig Miltiadis Allamanis Marc Brockschmidt Alexander L. Gaunt KELM 78 112 0 31 Oct 2018
Gaussian Process Conditional Density Estimation Vincent Dutordoir Hugh Salimbeni M. Deisenroth J. Hensman 161 52 0 30 Oct 2018
Semi-unsupervised Learning of Human Activity using Deep Generative Models M. Willetts Aiden Doherty Stephen J. Roberts Chris Holmes 37 3 0 29 Oct 2018
Variational Inference with Tail-adaptive f-Divergence Dilin Wang Hao Liu Qiang Liu 104 55 0 29 Oct 2018
Text-Adaptive Generative Adversarial Networks: Manipulating Images with Natural Language Seonghyeon Nam Yunji Kim Seon Joo Kim GAN 113 207 0 29 Oct 2018