Improved Techniques for Training GANs

10 June 2016

Papers citing "Improved Techniques for Training GANs"

50 / 4,102 papers shown

Title
GANGs: Generative Adversarial Network Games F. Oliehoek Rahul Savani Jose Gallego-Posada Elise van der Pol E. Jong R. Groß GAN 107 28 0 02 Dec 2017
InverseNet: Solving Inverse Problems with Splitting Networks Kai Fan Qinglai Wei Wenlin Wang Amit Chakraborty Katherine A. Heller 71 8 0 01 Dec 2017
Text Generation Based on Generative Adversarial Nets with Latent Variable Heng Wang Zengchang Qin T. Wan GAN 61 39 0 01 Dec 2017
Toward Multimodal Image-to-Image Translation Jun-Yan Zhu Richard Y. Zhang Deepak Pathak Trevor Darrell Alexei A. Efros Oliver Wang Eli Shechtman 139 1,359 0 30 Nov 2017
High-Resolution Image Synthesis and Semantic Manipulation with Conditional GANs Ting-Chun Wang Ming-Yuan Liu Jun-Yan Zhu Andrew Tao Jan Kautz Bryan Catanzaro SSeg 207 3,959 0 30 Nov 2017
Hybrid VAE: Improving Deep Generative Models using Partial Observations Sergey Tulyakov Andrew Fitzgibbon Sebastian Nowozin DRL 76 9 0 30 Nov 2017
Improving Video Generation for Multi-functional Applications Bernhard Kratzwald Zhiwu Huang D. Paudel Acharya Dinesh Luc Van Gool DiffM 77 13 0 30 Nov 2017
Unpaired Photo-to-Caricature Translation on Faces in the Wild Ziqiang Zheng Chao Wang Zhibin Yu Nan Wang Haiyong Zheng Bing Zheng GAN 84 34 0 29 Nov 2017
AttnGAN: Fine-Grained Text to Image Generation with Attentional Generative Adversarial Networks Tao Xu Pengchuan Zhang Qiuyuan Huang Han Zhang Zhe Gan Xiaolei Huang Xiaodong He GAN ViT 137 1,725 0 28 Nov 2017
Learning Face Age Progression: A Pyramid Architecture of GANs Hongyu Yang Di Huang Yunhong Wang Anil K. Jain GAN CVBM 117 172 0 28 Nov 2017
Are GANs Created Equal? A Large-Scale Study Mario Lucic Karol Kurach Marcin Michalski Sylvain Gelly Olivier Bousquet EGVM 162 1,014 0 28 Nov 2017
Restricting Greed in Training of Generative Adversarial Network Haoxuan You Zhicheng Jiao Haojun Xu Jie Li Ying Wang Xinbo Gao GAN 29 2 0 28 Nov 2017
Population Based Training of Neural Networks Max Jaderberg Valentin Dalibard Simon Osindero Wojciech M. Czarnecki Jeff Donahue ... Tim Green Iain Dunning Karen Simonyan Chrisantha Fernando Koray Kavukcuoglu 108 745 0 27 Nov 2017
Discriminative Region Proposal Adversarial Networks for High-Quality Image-to-Image Translation Chao Wang Haiyong Zheng Zhibin Yu Ziqiang Zheng Zhaorui Gu Bing Zheng SSeg GAN 79 57 0 27 Nov 2017
Semantically Consistent Image Completion with Fine-grained Details Pengpeng Liu Xiaojuan Qi Pinjia He Yikang Li Michael R. Lyu Irwin King GAN 34 15 0 26 Nov 2017
In2I : Unsupervised Multi-Image-to-Image Translation Using Generative Adversarial Networks Pramuditha Perera Mahdi Abavisani Vishal M. Patel GAN 76 26 0 26 Nov 2017
Training Confidence-calibrated Classifiers for Detecting Out-of-Distribution Samples Kimin Lee Honglak Lee Kibok Lee Jinwoo Shin OODD 161 885 0 26 Nov 2017
Adversarial Transfer Learning for Cross-domain Visual Recognition Shanshan Wang Lei Zhang Jingru Fu OOD GAN 61 19 0 24 Nov 2017
Wasserstein Introspective Neural Networks Kwonjoon Lee Weijian Xu Fan Fan Zhuowen Tu 99 57 0 24 Nov 2017
Deep Video Generation, Prediction and Completion of Human Action Sequences Haoye Cai Chunyan Bai Yu-Wing Tai Chi-Keung Tang VGen 96 147 0 23 Nov 2017
IVE-GAN: Invariant Encoding Generative Adversarial Networks R. Winter Djork-Arné Clevert GAN 36 0 0 23 Nov 2017
Contextual-based Image Inpainting: Infer, Match, and Translate Yuhang Song Chao Yang Zhe Lin Xiaofeng Liu Qin Huang Hao Li C.-C. Jay Kuo DiffM 69 218 0 23 Nov 2017
Safer Classification by Synthesis William Wang Angelina Wang Aviv Tamar Xi Chen Pieter Abbeel 74 41 0 22 Nov 2017
VITON: An Image-based Virtual Try-on Network Xintong Han Zuxuan Wu Zhe Wu Ruichi Yu L. Davis 3DH 114 588 0 22 Nov 2017
Generative Adversarial Positive-Unlabelled Learning Ming Hou B. Chaib-draa Chao Li Qibin Zhao 40 6 0 21 Nov 2017
Are You Talking to Me? Reasoned Visual Dialog Generation through Adversarial Learning Qi Wu Peng Wang Chunhua Shen Ian Reid Anton Van Den Hengel GAN 82 129 0 21 Nov 2017
Bidirectional Conditional Generative Adversarial Networks Ayush Jaiswal Wael AbdAlmageed Yue Wu Premkumar Natarajan GAN 75 36 0 20 Nov 2017
Parameter Reference Loss for Unsupervised Domain Adaptation Jiren Jin R. Calland Takeru Miyato Brian K. Vogel Hideki Nakayama 42 0 0 20 Nov 2017
DeblurGAN: Blind Motion Deblurring Using Conditional Adversarial Networks Orest Kupyn Volodymyr Budzan Mykola Mykhailych Dmytro Mishkin Jirí Matas 3DV 136 1,465 0 19 Nov 2017
Unsupervised Reverse Domain Adaptation for Synthetic Medical Images via Adversarial Training Faisal Mahmood Richard J. Chen Nicholas J. Durr OOD MedIm 90 232 0 17 Nov 2017
High-resolution Deep Convolutional Generative Adversarial Networks J. Curtò I. Zarza Fernando de la Torre Irwin King Michael R. Lyu GAN 124 35 0 17 Nov 2017
Chinese Typeface Transformation with Hierarchical Adversarial Network Jie Chang Yujun Gu Ya Zhang GAN 54 10 0 17 Nov 2017
The Perception-Distortion Tradeoff Yochai Blau T. Michaeli SupR 149 820 0 16 Nov 2017
Global versus Localized Generative Adversarial Nets Guo-Jun Qi Liheng Zhang Hao Hu Marzieh Edraki Jingdong Wang Xian-Sheng Hua GAN 92 82 0 16 Nov 2017
How Generative Adversarial Networks and Their Variants Work: An Overview Yongjun Hong Uiwon Hwang Jaeyoon Yoo Sungroh Yoon GAN 131 159 0 16 Nov 2017
Latent Constraints: Learning to Generate Conditionally from Unconditional Generative Models Jesse Engel Matthew Hoffman Adam Roberts DRL 97 140 0 15 Nov 2017
Adversarial Information Factorization Antonia Creswell Yumnah Mohamied B. Sengupta Anil A Bharath CVBM GAN 75 23 0 14 Nov 2017
TripletGAN: Training Generative Model with Triplet Loss Gongze Cao Yezhou Yang Jie Lei Cheng Jin Yang Liu Xiuming Zhang GAN 52 10 0 14 Nov 2017
Prediction Under Uncertainty with Error-Encoding Networks Mikael Henaff Jiaqi Zhao Yann LeCun UQCV 97 25 0 14 Nov 2017
Capturing Localized Image Artifacts through a CNN-based Hyper-image Representation P. S. Chandakkar Baoxin Li 21 0 0 14 Nov 2017
Adversarial Symmetric Variational Autoencoder Yunchen Pu Weiyao Wang Ricardo Henao Liqun Chen Zhe Gan Chunyuan Li Lawrence Carin DRL GAN 97 78 0 14 Nov 2017
Sobolev GAN Youssef Mroueh Chun-Liang Li Tom Sercu Anant Raj Yu Cheng 67 117 0 14 Nov 2017
Semi-Supervised Learning via New Deep Network Inversion Randall Balestriero Vincent Roger H. Glotin Richard G. Baraniuk 95 3 0 12 Nov 2017
CyCADA: Cycle-Consistent Adversarial Domain Adaptation Judy Hoffman Eric Tzeng Taesung Park Jun-Yan Zhu Phillip Isola Kate Saenko Alexei A. Efros Trevor Darrell 175 3,015 0 08 Nov 2017
Metric Learning-based Generative Adversarial Network Zi-Yi Dou GAN 50 5 0 08 Nov 2017
Variational Walkback: Learning a Transition Operator as a Stochastic Recurrent Net Anirudh Goyal Nan Rosemary Ke Surya Ganguli Yoshua Bengio DiffM 149 55 0 07 Nov 2017
Visually-Aware Fashion Recommendation and Design with Generative Image Models Wang-Cheng Kang Chen Fang Zhaowen Wang Julian McAuley 73 251 0 07 Nov 2017
Optimal transport maps for distribution preserving operations on latent spaces of Generative Models E. Agustsson Alexander Sage Radu Timofte Luc Van Gool DRL OT 119 28 0 06 Nov 2017
Few-Shot Adversarial Domain Adaptation Saeid Motiian Q. Jones Seyed Mehdi Iranmanesh Gianfranco Doretto 108 414 0 05 Nov 2017
Adversarial Dropout Regularization Kuniaki Saito Yoshitaka Ushiku Tatsuya Harada Kate Saenko GAN 90 286 0 05 Nov 2017