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
SGAN: An Alternative Training of Generative Adversarial Networks Tatjana Chavdarova François Fleuret GAN 78 57 0 06 Dec 2017
Wasserstein Divergence for GANs Jiqing Wu Zhiwu Huang Janine Thoma Dinesh Acharya Luc Van Gool 85 139 0 04 Dec 2017
Spatial PixelCNN: Generating Images from Patches Nader Akoury Anh Totti Nguyen 62 4 0 03 Dec 2017
GANGs: Generative Adversarial Network Games F. Oliehoek Rahul Savani Jose Gallego-Posada Elise van der Pol E. Jong R. Groß GAN 115 28 0 02 Dec 2017
Hybrid VAE: Improving Deep Generative Models using Partial Observations Sergey Tulyakov Andrew Fitzgibbon Sebastian Nowozin DRL 76 9 0 30 Nov 2017
Easy High-Dimensional Likelihood-Free Inference Vinay Jethava Devdatt Dubhashi BDL GAN 310 3 0 29 Nov 2017
Restricting Greed in Training of Generative Adversarial Network Haoxuan You Zhicheng Jiao Haojun Xu Jie Li Ying Wang Xinbo Gao GAN 31 2 0 28 Nov 2017
The Perception-Distortion Tradeoff Yochai Blau T. Michaeli SupR 154 822 0 16 Nov 2017
How Generative Adversarial Networks and Their Variants Work: An Overview Yongjun Hong Uiwon Hwang Jaeyoon Yoo Sungroh Yoon GAN 133 159 0 16 Nov 2017
TripletGAN: Training Generative Model with Triplet Loss Gongze Cao Yezhou Yang Jie Lei Cheng Jin Yang Liu Xiuming Zhang GAN 59 10 0 14 Nov 2017
Sobolev GAN Youssef Mroueh Chun-Liang Li Tom Sercu Anant Raj Yu Cheng 67 117 0 14 Nov 2017
ACtuAL: Actor-Critic Under Adversarial Learning Anirudh Goyal Nan Rosemary Ke Alex Lamb R. Devon Hjelm C. Pal Joelle Pineau Yoshua Bengio GAN 49 9 0 13 Nov 2017
On the Discrimination-Generalization Tradeoff in GANs Pengchuan Zhang Qiang Liu Dengyong Zhou Tao Xu Xiaodong He 71 104 0 07 Nov 2017
KGAN: How to Break The Minimax Game in GAN Trung Le T. Nguyen Dinh Q. Phung GAN 52 1 0 06 Nov 2017
Wasserstein Auto-Encoders Ilya O. Tolstikhin Olivier Bousquet Sylvain Gelly B. Schölkopf DRL 194 1,058 0 05 Nov 2017
Variational Inference of Disentangled Latent Concepts from Unlabeled Observations Abhishek Kumar P. Sattigeri Avinash Balakrishnan BDL DRL 134 523 0 02 Nov 2017
Flexible Prior Distributions for Deep Generative Models Yannic Kilcher Aurelien Lucchi Thomas Hofmann AI4CE 21 1 0 31 Oct 2017
Implicit Manifold Learning on Generative Adversarial Networks Kry Yik-Chau Lui Yanshuai Cao Maxime Gazeau Kelvin Shuangjian Zhang GAN 58 3 0 30 Oct 2017
Understanding GANs: the LQG Setting Soheil Feizi Changho Suh F. Xia David Tse 143 63 0 30 Oct 2017
Many Paths to Equilibrium: GANs Do Not Need to Decrease a Divergence At Every Step W. Fedus Mihaela Rosca Balaji Lakshminarayanan Andrew M. Dai S. Mohamed Ian Goodfellow GAN 95 211 0 23 Oct 2017
Generative Adversarial Networks: An Overview Antonia Creswell Tom White Vincent Dumoulin Kai Arulkumaran B. Sengupta Anil A Bharath GAN 195 3,084 0 19 Oct 2017
A Study of Cross-domain Generative Models applied to Cartoon Series Eman T. Hassan David J. Crandall 35 0 0 29 Sep 2017
Generative Adversarial Mapping Networks Jianbo Guo Guangxiang Zhu Jian Li GAN 35 3 0 28 Sep 2017
Generative Adversarial Networks with Inverse Transformation Unit Zhifeng Kong Shuo Ding GAN 34 0 0 27 Sep 2017
On the regularization of Wasserstein GANs Henning Petzka Asja Fischer Denis Lukovnikov GAN 63 213 0 26 Sep 2017
Statistical Parametric Speech Synthesis Incorporating Generative Adversarial Networks Yuki Saito Shinnosuke Takamichi Hiroshi Saruwatari 92 200 0 23 Sep 2017
Dual Discriminator Generative Adversarial Nets T. Nguyen Trung Le H. Vu Dinh Q. Phung GAN 79 312 0 12 Sep 2017
Learning Graph Topological Features via GAN Weiyi Liu Hal Cooper Min Hwan Oh Fucai Yu Pin-Yu Chen Toyotaro Suzumura Guangmin Hu GAN AI4CE 142 25 0 11 Sep 2017
Mirror Descent Search and its Acceleration Megumi Miyashita S. Yano T. Kondo 28 7 0 08 Sep 2017
Linking Generative Adversarial Learning and Binary Classification Akshay Balsubramani AI4CE GAN 21 0 0 05 Sep 2017
Learning Implicit Generative Models Using Differentiable Graph Tests Josip Djolonga Andreas Krause 58 8 0 04 Sep 2017
PassGAN: A Deep Learning Approach for Password Guessing Briland Hitaj Paolo Gasti G. Ateniese Fernando Perez-Cruz GAN 98 250 0 01 Sep 2017
Geometric Enclosing Networks Trung Le H. Vu T. Nguyen Dinh Q. Phung 59 9 0 16 Aug 2017
GANs for Biological Image Synthesis A. Osokin A. Chessel R. Carazo-Salas F. Vaggi GAN 76 105 0 15 Aug 2017
Parametric Adversarial Divergences are Good Losses for Generative Modeling Gabriel Huang Hugo Berard Ahmed Touati Gauthier Gidel Pascal Vincent Simon Lacoste-Julien GAN 65 1 0 08 Aug 2017
Probabilistic Generative Adversarial Networks Hamid Eghbalzadeh Gerhard Widmer GAN 55 8 0 06 Aug 2017
Inception Score, Label Smoothing, Gradient Vanishing and -log(D(x)) Alternative Zhiming Zhou Weinan Zhang Jun Wang 85 19 0 05 Aug 2017
Generator Reversal Yannic Kilcher Aurelien Lucchi Thomas Hofmann AI4CE 47 2 0 28 Jul 2017
Linear Discriminant Generative Adversarial Networks Zhun Sun Mete Ozay Takayuki Okatani GAN 50 1 0 25 Jul 2017
RKL: a general, invariant Bayes solution for Neyman-Scott M. Brand 18 0 0 20 Jul 2017
Can GAN Learn Topological Features of a Graph? Weiyi Liu Pin-Yu Chen H. Cooper Min Hwan Oh S. Yeung Toyotaro Suzumura 61 7 0 19 Jul 2017
f-GANs in an Information Geometric Nutshell Richard Nock Zac Cranko A. Menon Zhuang Li Robert C. Williamson 92 27 0 14 Jul 2017
Stable Distribution Alignment Using the Dual of the Adversarial Distance Ben Usman Kate Saenko Brian Kulis 73 3 0 13 Jul 2017
Learning Deep Energy Models: Contrastive Divergence vs. Amortized MLE Qiang Liu Dilin Wang 78 23 0 04 Jul 2017
Variance Regularizing Adversarial Learning Karan Grewal R. Devon Hjelm Yoshua Bengio GAN AAML 45 7 0 02 Jul 2017
Dualing GANs Yujia Li Alex Schwing Kuan-Chieh Wang R. Zemel GAN 67 20 0 19 Jun 2017
Bayesian Conditional Generative Adverserial Networks Ehsan Abbasnejad Javen Qinfeng Shi Iman Abbasnejad Anton Van Den Hengel A. Dick GAN 61 12 0 17 Jun 2017
Adversarial Feature Matching for Text Generation Yizhe Zhang Zhe Gan Kai Fan Zhi Chen Ricardo Henao Dinghan Shen Lawrence Carin GAN 102 334 0 12 Jun 2017
An Online Learning Approach to Generative Adversarial Networks Paulina Grnarova Kfir Y. Levy Aurelien Lucchi Thomas Hofmann Andreas Krause GAN 85 90 0 10 Jun 2017
InfoVAE: Information Maximizing Variational Autoencoders Shengjia Zhao Jiaming Song Stefano Ermon DRL 113 447 0 07 Jun 2017