Improved Techniques for Training GANs

10 June 2016

Papers citing "Improved Techniques for Training GANs"

50 / 4,102 papers shown

Title
Back to Basics: Benchmarking Canonical Evolution Strategies for Playing Atari P. Chrabaszcz I. Loshchilov Frank Hutter 83 100 0 24 Feb 2018
Is Generator Conditioning Causally Related to GAN Performance? Augustus Odena Jacob Buckman Catherine Olsson Tom B. Brown C. Olah Colin Raffel Ian Goodfellow AI4CE 84 113 0 23 Feb 2018
Interactive Image Manipulation with Natural Language Instruction Commands Seitaro Shinagawa Koichiro Yoshino S. Sakti Yu Suzuki Satoshi Nakamura 67 14 0 23 Feb 2018
ChatPainter: Improving Text to Image Generation using Dialogue Shikhar Sharma Dendi Suhubdy Vincent Michalski Samira Ebrahimi Kahou Yoshua Bengio 139 99 0 22 Feb 2018
On the Convergence and Robustness of Training GANs with Regularized Optimal Transport Maziar Sanjabi Jimmy Ba Meisam Razaviyayn Jason D. Lee GAN 105 139 0 22 Feb 2018
Load Balanced GANs for Multi-view Face Image Synthesis Jie Cao Yibo Hu Ting Yu Ran He Zhenan Sun CVBM GAN 89 20 0 21 Feb 2018
A Study into the similarity in generator and discriminator in GAN architecture Arjun Karuvally GAN 22 1 0 21 Feb 2018
Distribution Matching in Variational Inference Mihaela Rosca Balaji Lakshminarayanan S. Mohamed GAN CML DRL 142 98 0 19 Feb 2018
Online Detection of Action Start in Untrimmed, Streaming Videos Zheng Shou Junting Pan Jonathan Chan K. Miyazawa Hassan Mansour A. Vetro Xavier Giró-i-Nieto Shih-Fu Chang 144 61 0 19 Feb 2018
Differentially Private Generative Adversarial Network Liyang Xie Kaixiang Lin Shu Wang Fei Wang Jiayu Zhou SyDa 100 502 0 19 Feb 2018
DA-GAN: Instance-level Image Translation by Deep Attention Generative Adversarial Networks (with Supplementary Materials) Shuang Ma Jianlong Fu Chang Wen Chen Tao Mei GAN 73 155 0 18 Feb 2018
Learning Adversarially Fair and Transferable Representations David Madras Elliot Creager T. Pitassi R. Zemel FaML 388 685 0 17 Feb 2018
Post Selection Inference with Incomplete Maximum Mean Discrepancy Estimator M. Yamada Denny Wu Yao-Hung Hubert Tsai Ichiro Takeuchi Ruslan Salakhutdinov Kenji Fukumizu 112 20 0 17 Feb 2018
Efficient GAN-Based Anomaly Detection Houssam Zenati Chuan-Sheng Foo Bruno Lecouat Gaurav Manek V. Chandrasekhar 68 563 0 17 Feb 2018
CapsuleGAN: Generative Adversarial Capsule Network Ayush Jaiswal Wael AbdAlmageed Yue Wu Premkumar Natarajan GAN MedIm 131 159 0 17 Feb 2018
Interaction Matters: A Note on Non-asymptotic Local Convergence of Generative Adversarial Networks Tengyuan Liang J. Stokes 136 212 0 16 Feb 2018
Spectral Normalization for Generative Adversarial Networks Takeru Miyato Toshiki Kataoka Masanori Koyama Yuichi Yoshida ODL 185 4,449 0 16 Feb 2018
The Mechanics of n-Player Differentiable Games David Balduzzi S. Racanière James Martens Jakob N. Foerster K. Tuyls T. Graepel MLT 97 275 0 15 Feb 2018
cGANs with Projection Discriminator Takeru Miyato Masanori Koyama GAN 102 772 0 15 Feb 2018
Selecting the Best in GANs Family: a Post Selection Inference Framework Yao-Hung Hubert Tsai M. Yamada Denny Wu Ruslan Salakhutdinov Ichiro Takeuchi Kenji Fukumizu EGVM 38 4 0 15 Feb 2018
Not to Cry Wolf: Distantly Supervised Multitask Learning in Critical Care Patrick Schwab E. Keller C. Muroi David J. Mack C. Strässle W. Karlen 72 23 0 14 Feb 2018
Recursive Chaining of Reversible Image-to-image Translators For Face Aging Ari Heljakka Arno Solin Arno Solin CVBM 53 5 0 14 Feb 2018
First Order Generative Adversarial Networks Calvin Seward Thomas Unterthiner Urs M. Bergmann Nikolay Jetchev Sepp Hochreiter GAN 72 8 0 13 Feb 2018
Tempered Adversarial Networks Mehdi S. M. Sajjadi Giambattista Parascandolo Arash Mehrjou Bernhard Schölkopf GAN 77 28 0 12 Feb 2018
Adversarial Audio Synthesis Chris Donahue Julian McAuley M. Puckette GAN 147 616 0 12 Feb 2018
Blind Image Deconvolution using Deep Generative Priors Muhammad Asim Fahad Shamshad Ali Ahmed 138 96 0 12 Feb 2018
Pseudo-Recursal: Solving the Catastrophic Forgetting Problem in Deep Neural Networks C. Atkinson B. McCane Lech Szymanski Anthony Robins CLL 37 77 0 12 Feb 2018
Combinets: Creativity via Recombination of Neural Networks Matthew J. Guzdial Mark O. Riedl 31 10 0 10 Feb 2018
Coulomb Autoencoders E. Sansone Hafiz Tiomoko Ali Jiacheng Sun DRL 45 1 0 10 Feb 2018
Generative Adversarial Networks and Probabilistic Graph Models for Hyperspectral Image Classification Zilong Zhong Jonathan Li GAN 36 11 0 10 Feb 2018
MAGAN: Aligning Biological Manifolds Matthew Amodio Smita Krishnaswamy MedIm GAN 57 69 0 10 Feb 2018
Pros and Cons of GAN Evaluation Measures Ali Borji ELM EGVM 96 883 0 09 Feb 2018
Batch Kalman Normalization: Towards Training Deep Neural Networks with Micro-Batches Guangrun Wang Jiefeng Peng Ping Luo Xinjiang Wang Liang Lin 100 18 0 09 Feb 2018
Few-shot learning of neural networks from scratch by pseudo example optimization Akisato Kimura Zoubin Ghahramani Koh Takeuchi Tomoharu Iwata N. Ueda 94 52 0 08 Feb 2018
Geometry Score: A Method For Comparing Generative Adversarial Networks Valentin Khrulkov Ivan Oseledets GAN MLT 95 120 0 07 Feb 2018
Bitewing Radiography Semantic Segmentation Base on Conditional Generative Adversarial Nets Yun Jiang Ning Tan Hai Zhang T. Peng GAN MedIm AI4CE 45 2 0 07 Feb 2018
Spectral Image Visualization Using Generative Adversarial Networks Siyu Chen Danping Liao Y. Qian GAN 26 4 0 07 Feb 2018
Every Smile is Unique: Landmark-Guided Diverse Smile Generation Wei Wang Xavier Alameda-Pineda Dan Xu Pascal Fua Elisa Ricci N. Sebe CVBM 170 69 0 06 Feb 2018
Training Generative Adversarial Networks via Primal-Dual Subgradient Methods: A Lagrangian Perspective on GAN Xu Chen Jiang Wang Hao Ge GAN 82 14 0 06 Feb 2018
DP-GAN: Diversity-Promoting Generative Adversarial Network for Generating Informative and Diversified Text Jingjing Xu Xuancheng Ren Junyang Lin Xu Sun 93 145 0 05 Feb 2018
Face Destylization Fatemeh Shiri Xin-Yao Yu Fatih Porikli Piotr Koniusz CVBM 101 14 0 05 Feb 2018
Hierarchical Adversarially Learned Inference Mohamed Ishmael Belghazi Sai Rajeswar Olivier Mastropietro Negar Rostamzadeh Jovana Mitrović Aaron Courville GAN BDL 83 29 0 04 Feb 2018
Selective Sampling and Mixture Models in Generative Adversarial Networks Karim Barsim Lirong Yang Binh Yang GAN 32 0 0 02 Feb 2018
No Modes left behind: Capturing the data distribution effectively using GANs Shashank Sharma Vinay P. Namboodiri GAN 29 4 0 02 Feb 2018
Evaluating the Robustness of Neural Networks: An Extreme Value Theory Approach Tsui-Wei Weng Huan Zhang Pin-Yu Chen Jinfeng Yi D. Su Yupeng Gao Cho-Jui Hsieh Luca Daniel AAML 85 469 0 31 Jan 2018
Deep Reinforcement Learning using Capsules in Advanced Game Environments Per-Arne Andersen 68 16 0 29 Jan 2018
Improved Training of Generative Adversarial Networks Using Representative Features Duhyeon Bang Hyunjung Shim GAN 92 33 0 28 Jan 2018
Fast cosmic web simulations with generative adversarial networks Andrés C. Rodríguez T. Kacprzak Aurelien Lucchi A. Amara R. Sgier J. Fluri Thomas Hofmann Alexandre Réfrégier GAN AI4CE 115 90 0 27 Jan 2018
Classification of sparsely labeled spatio-temporal data through semi-supervised adversarial learning Atanas Mirchev Seyed-Ahmad Ahmadi GAN 48 3 0 26 Jan 2018
Generative Adversarial Networks using Adaptive Convolution Nhat M. Nguyen Nilanjan Ray GAN 24 1 0 25 Jan 2018