f-GAN: Training Generative Neural Samplers using Variational Divergence Minimization

2 June 2016

Papers citing "f-GAN: Training Generative Neural Samplers using Variational Divergence Minimization"

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Title
Discovering Fair Representations in the Data Domain Novi Quadrianto V. Sharmanska Oliver Thomas 82 3 0 15 Oct 2018
Point Cloud GAN Chun-Liang Li Manzil Zaheer Yang Zhang Barnabás Póczós Ruslan Salakhutdinov 3DPC 99 212 0 13 Oct 2018
Pairwise Augmented GANs with Adversarial Reconstruction Loss Aibek Alanov Max Kochurov D. Yashkov Dmitry Vetrov GAN 28 3 0 11 Oct 2018
Entropic GANs meet VAEs: A Statistical Approach to Compute Sample Likelihoods in GANs Yogesh Balaji Hamed Hassani Rama Chellappa Soheil Feizi GAN DRL 88 21 0 09 Oct 2018
FD-GAN: Pose-guided Feature Distilling GAN for Robust Person Re-identification Yixiao Ge Zhuowan Li Haiyu Zhao Guojun Yin Shuai Yi Xiaogang Wang Hongsheng Li 95 333 0 06 Oct 2018
Local Stability and Performance of Simple Gradient Penalty mu-Wasserstein GAN Cheolhyeong Kim Seungtae Park H. Hwang 16 1 0 05 Oct 2018
Robust Estimation and Generative Adversarial Nets Chao Gao Jiyi Liu Yuan Yao Weizhi Zhu 153 28 0 04 Oct 2018
EMI: Exploration with Mutual Information Hyoungseok Kim Jaekyeom Kim Yeonwoo Jeong Sergey Levine Hyun Oh Song 46 5 0 02 Oct 2018
Taming VAEs Danilo Jimenez Rezende Fabio Viola DRL CML 75 186 0 01 Oct 2018
Large Scale GAN Training for High Fidelity Natural Image Synthesis Andrew Brock Jeff Donahue Karen Simonyan 302 5,417 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
Deep Graph Infomax Petar Velickovic W. Fedus William L. Hamilton Pietro Lio Yoshua Bengio R. Devon Hjelm GNN 134 2,413 0 27 Sep 2018
Implicit Maximum Likelihood Estimation Ke Li Jitendra Malik 58 97 0 24 Sep 2018
Generative Adversarial Network in Medical Imaging: A Review Xin Yi Ekta Walia P. Babyn GAN MedIm 137 1,405 0 19 Sep 2018
The Inductive Bias of Restricted f-GANs Shuang Liu Kamalika Chaudhuri GAN 49 18 0 12 Sep 2018
Constrained Generation of Semantically Valid Graphs via Regularizing Variational Autoencoders Tengfei Ma Jie Chen Cao Xiao 151 210 0 07 Sep 2018
GANs beyond divergence minimization Alexia Jolicoeur-Martineau GAN 73 11 0 06 Sep 2018
Learning deep representations by mutual information estimation and maximization R. Devon Hjelm A. Fedorov Samuel Lavoie-Marchildon Karan Grewal Phil Bachman Adam Trischler Yoshua Bengio SSL DRL 444 2,677 0 20 Aug 2018
Deep Learning for Single Image Super-Resolution: A Brief Review Wenming Yang Xuechen Zhang Yapeng Tian Wei Wang Jing-Hao Xue 69 909 0 09 Aug 2018
Unbiased Implicit Variational Inference Michalis K. Titsias Francisco J. R. Ruiz BDL 142 57 0 06 Aug 2018
A Review of Learning with Deep Generative Models from Perspective of Graphical Modeling Zhijian Ou 112 16 0 05 Aug 2018
Global Convergence to the Equilibrium of GANs using Variational Inequalities I. Gemp Sridhar Mahadevan 101 50 0 04 Aug 2018
How good is my GAN? K. Shmelkov Cordelia Schmid Alahari Karteek GAN EGVM 62 350 0 25 Jul 2018
Dialectical GAN for SAR Image Translation: From Sentinel-1 to TerraSAR-X Dongyang Ao C. Dumitru G. Schwarz Mihai Datcu GAN 51 42 0 20 Jul 2018
A Large-Scale Study on Regularization and Normalization in GANs Karol Kurach Mario Lucic Xiaohua Zhai Marcin Michalski Sylvain Gelly AI4CE 97 156 0 12 Jul 2018
Learning Implicit Generative Models by Teaching Explicit Ones Chao Du Kun Xu Chongxuan Li Jun Zhu Bo Zhang DRL GAN 50 9 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
New Losses for Generative Adversarial Learning Victor Berger Michèle Sebag GAN 47 0 0 03 Jul 2018
The relativistic discriminator: a key element missing from standard GAN Alexia Jolicoeur-Martineau GAN 89 978 0 02 Jul 2018
Learning Implicit Generative Models with the Method of Learned Moments Suman V. Ravuri S. Mohamed Mihaela Rosca Oriol Vinyals GAN 99 28 0 28 Jun 2018
High Diversity Attribute Guided Face Generation with GANs Evgeny Izutov CVBM GAN 66 0 0 28 Jun 2018
Towards a Better Understanding and Regularization of GAN Training Dynamics Weili Nie Ankit B. Patel GAN AI4CE 29 4 0 24 Jun 2018
Mixed batches and symmetric discriminators for GAN training Thomas Lucas Corentin Tallec Jakob Verbeek Yann Ollivier 58 37 0 19 Jun 2018
Beyond Local Nash Equilibria for Adversarial Networks F. Oliehoek Rahul Savani Jose Gallego-Posada Elise van der Pol R. Groß GAN 83 43 0 18 Jun 2018
The Information Autoencoding Family: A Lagrangian Perspective on Latent Variable Generative Models Shengjia Zhao Jiaming Song Stefano Ermon DRL GAN 78 20 0 18 Jun 2018
Cycle-Consistent Adversarial Learning as Approximate Bayesian Inference Louis C. Tiao Edwin V. Bonilla F. Ramos BDL OOD 63 7 0 05 Jun 2018
Generative Ratio Matching Networks Akash Srivastava Kai Xu Michael U. Gutmann Charles Sutton GAN 67 12 0 31 May 2018
K-Beam Minimax: Efficient Optimization for Deep Adversarial Learning Jihun Hamm Yung-Kyun Noh 79 9 0 29 May 2018
On gradient regularizers for MMD GANs Michael Arbel Danica J. Sutherland Mikolaj Binkowski Arthur Gretton 97 95 0 29 May 2018
Capturing Variabilities from Computed Tomography Images with Generative Adversarial Networks U. Javaid J. Lee GAN MedIm 78 5 0 29 May 2018
Implicit Autoencoders Alireza Makhzani GAN DRL 58 19 0 24 May 2018
Primal-Dual Wasserstein GAN Mevlana Gemici Zeynep Akata Max Welling 82 13 0 24 May 2018
Nonparametric Density Estimation under Adversarial Losses Shashank Singh Ananya Uppal Boyue Li Chun-Liang Li Manzil Zaheer Barnabás Póczós GAN 93 57 0 22 May 2018
Adversarial Training of Word2Vec for Basket Completion Ugo Tanielian Mike Gartrell Flavian Vasile GAN 32 1 0 22 May 2018
BourGAN: Generative Networks with Metric Embeddings Chang Xiao Peilin Zhong Changxi Zheng GAN 101 69 0 19 May 2018
Local Saddle Point Optimization: A Curvature Exploitation Approach Leonard Adolphs Hadi Daneshmand Aurelien Lucchi Thomas Hofmann 141 107 0 15 May 2018
Normal Similarity Network for Generative Modelling Jay Nandy Wynne Hsu Mong Li Lee GAN 32 3 0 14 May 2018
Unpaired Multi-Domain Image Generation via Regularized Conditional GANs Xudong Mao Qing Li OOD GAN 46 15 0 07 May 2018
Competitive Training of Mixtures of Independent Deep Generative Models Francesco Locatello Damien Vincent Ilya O. Tolstikhin Gunnar Rätsch Sylvain Gelly Bernhard Schölkopf OOD 75 3 0 30 Apr 2018
VITAL: VIsual Tracking via Adversarial Learning Yibing Song Chao Ma Xiaohe Wu Lijun Gong Linchao Bao W. Zuo Chunhua Shen Rynson W. H. Lau Ming-Hsuan Yang GAN AAML 110 506 0 12 Apr 2018