Improved Techniques for Training GANs

10 June 2016

Papers citing "Improved Techniques for Training GANs"

50 / 4,338 papers shown

Title
Depth Structure Preserving Scene Image GenerationACM Multimedia (ACM MM), 2017 Wendong Zhang Bingbing Ni Manwen Liao Jingwei Xu Xiaokang Yang GAN 144 4 0 01 Jun 2017
Megapixel Size Image Creation using Generative Adversarial Networks Marco Marchesi GAN 134 86 0 31 May 2017
Representation Learning by Rotating Your FacesIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2017 Luan Tran Xi Yin Xiaoming Liu CVBM GAN 221 146 0 31 May 2017
Adversarial Ranking for Language GenerationNeural Information Processing Systems (NeurIPS), 2017 Kevin Qinghong Lin Dianqi Li Xiaodong He Zhengyou Zhang Ming-Ting Sun GAN 248 345 0 31 May 2017
Adversarial Generation of Natural Language Sai Rajeswar Sandeep Subramanian Francis Dutil C. Pal Aaron Courville GAN 85 207 0 31 May 2017
Unsupervised Learning of Disentangled Representations from VideoNeural Information Processing Systems (NeurIPS), 2017 Emily L. Denton Vighnesh Birodkar DRL CoGe OOD 234 570 0 31 May 2017
Weakly supervised 3D Reconstruction with Adversarial ConstraintInternational Conference on 3D Vision (3DV), 2017 JunYoung Gwak Chris Choy Animesh Garg Manmohan Chandraker Silvio Savarese 3DV GAN 199 123 0 31 May 2017
Objective-Reinforced Generative Adversarial Networks (ORGAN) for Sequence Generation Models G. L. Guimaraes Benjamín Sánchez-Lengeling Carlos Outeiral Pedro Luis Cunha Farias Alán Aspuru-Guzik GAN 241 558 0 30 May 2017
Generative Models of Visually Grounded ImaginationInternational Conference on Learning Representations (ICLR), 2017 Ramakrishna Vedantam Ian S. Fischer Jonathan Huang Kevin Patrick Murphy 468 146 0 30 May 2017
IRGAN: A Minimax Game for Unifying Generative and Discriminative Information Retrieval ModelsAnnual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2017 Jun Wang Lantao Yu Weinan Zhang Yu Gong Yinghui Xu Benyou Wang Peng Zhang Dell Zhang 253 644 0 30 May 2017
The Numerics of GANsNeural Information Processing Systems (NeurIPS), 2017 L. Mescheder Sebastian Nowozin Andreas Geiger GAN 317 466 0 30 May 2017
Learning to Generate Chairs with Generative Adversarial Nets E. Zamyatin Andrey Filchenkov GAN 86 10 0 29 May 2017
Good Semi-supervised Learning that Requires a Bad GAN Zihang Dai Zhilin Yang Fan Yang William W. Cohen Ruslan Salakhutdinov GAN 242 499 0 27 May 2017
Fisher GAN Youssef Mroueh Tom Sercu GAN AI4CE 264 135 0 26 May 2017
Bayesian GAN Yunus Saatci A. Wilson GAN 269 145 0 26 May 2017
Pose Guided Person Image Generation Liqian Ma Xu Jia Qianru Sun Bernt Schiele Tinne Tuytelaars Luc Van Gool GAN 405 865 0 25 May 2017
Non-parametric estimation of Jensen-Shannon Divergence in Generative Adversarial Network training M. Sinn Ambrish Rawat GAN 126 23 0 25 May 2017
Deep Voice 2: Multi-Speaker Neural Text-to-Speech Sercan O. Arik G. Diamos Andrew Gibiansky John Miller Kainan Peng Ming-Yu Liu Jonathan Raiman Yanqi Zhou 259 519 0 24 May 2017
Flow-GAN: Combining Maximum Likelihood and Adversarial Learning in Generative Models Aditya Grover Manik Dhar Stefano Ermon GAN 137 24 0 24 May 2017
Semi-supervised Learning with GANs: Manifold Invariance with Improved Inference Abhishek Kumar P. Sattigeri P. T. Fletcher GAN 189 42 0 24 May 2017
From source to target and back: symmetric bi-directional adaptive GAN P. Russo Fabio Maria Carlucci Tatiana Tommasi Barbara Caputo GAN 268 247 0 24 May 2017
MMD GAN: Towards Deeper Understanding of Moment Matching Network Chun-Liang Li Wei-Cheng Chang Yu Cheng Yiming Yang Barnabás Póczós GAN 276 758 0 24 May 2017
Stabilizing GAN Training with Multiple Random Projections Behnam Neyshabur Srinadh Bhojanapalli Ayan Chakrabarti 134 84 0 22 May 2017
VEEGAN: Reducing Mode Collapse in GANs using Implicit Variational Learning Akash Srivastava Lazar Valkov Chris Russell Michael U. Gutmann Charles Sutton SyDa GAN 230 715 0 22 May 2017
LOGAN: Membership Inference Attacks Against Generative Models Jamie Hayes Luca Melis G. Danezis Emiliano De Cristofaro 446 106 0 22 May 2017
Annealed Generative Adversarial Networks Arash Mehrjou Bernhard Schölkopf Saeed Saremi GAN 83 13 0 21 May 2017
Stabilizing Adversarial Nets With Prediction Methods A. Yadav Sohil Shah Zheng Xu David Jacobs Tom Goldstein ODL 264 92 0 20 May 2017
GAR: An efficient and scalable Graph-based Activity Regularization for semi-supervised learning Ozsel Kilinc Ismail Uysal 127 28 0 19 May 2017
On Convergence and Stability of GANs Naveen Kodali Jacob D. Abernethy James Hays Z. Kira GAN 283 88 0 19 May 2017
Relaxed Wasserstein with Applications to GANs Xin Guo Johnny Hong Tianyi Lin Nan Yang GAN 523 36 0 19 May 2017
Gradient Estimators for Implicit Models Yingzhen Li Richard Turner 446 117 0 19 May 2017
Real-Time Adaptive Image Compression Oren Rippel Lubomir D. Bourdev 206 578 0 16 May 2017
You said that? Joon Son Chung A. Jamaludin Andrew Zisserman CVBM 161 269 0 08 May 2017
Multi Resolution LSTM For Long Term Prediction In Neural Activity Video Yilin Song J. Viventi Yao Wang 98 1 0 08 May 2017
Accelerating Science with Generative Adversarial Networks: An Application to 3D Particle Showers in Multi-Layer Calorimeters Michela Paganini Luke de Oliveira Benjamin Nachman AI4CE 229 236 0 05 May 2017
Adversarial PoseNet: A Structure-aware Convolutional Network for Human Pose Estimation Emmanouil Benetos Chunhua Shen Xiu-Shen Wei Lingqiao Liu Jian Yang GAN 286 338 0 30 Apr 2017
Classical Planning in Deep Latent Space: Bridging the Subsymbolic-Symbolic Boundary Masataro Asai A. Fukunaga 461 178 0 29 Apr 2017
Generative Modeling with Conditional Autoencoders: Building an Integrated Cell Gregory R. Johnson Rory M. Donovan-Maiye M. Maleckar MedIm 86 36 0 28 Apr 2017
The Pose Knows: Video Forecasting by Generating Pose Futures Jacob Walker Kenneth Marino Abhinav Gupta M. Hebert 305 357 0 28 Apr 2017
Deep Cross-Modal Audio-Visual Generation Lele Chen Sudhanshu Srivastava Z. Duan Chenliang Xu 212 228 0 26 Apr 2017
Introspective Generative Modeling: Decide Discriminatively Justin Lazarow Long Jin Zhuowen Tu 93 2 0 25 Apr 2017
Introspective Classification with Convolutional Nets Long Jin Justin Lazarow Zhuowen Tu BDL 96 2 0 25 Apr 2017
Supervised Adversarial Networks for Image Saliency Detection H. Pan Hui Jiang GAN 140 7 0 24 Apr 2017
Softmax GAN Min Lin GAN 147 19 0 20 Apr 2017
Adversarial Neural Machine Translation Lijun Wu Ziheng Lu Li Zhao Fei Tian Tao Qin Jianhuang Lai Tie-Yan Liu GAN AAML 190 135 0 20 Apr 2017
Multi-View Image Generation from a Single-View Bo Zhao Xiao-Jun Wu Zhi-Qi Cheng Hao Liu Zequn Jie Jiashi Feng 3DH GAN 354 190 0 17 Apr 2017
Gang of GANs: Generative Adversarial Networks with Maximum Margin Ranking Felix Juefei Xu Vishnu Boddeti Marios Savvides GAN 110 32 0 17 Apr 2017
Virtual Adversarial Training: A Regularization Method for Supervised and Semi-Supervised Learning Takeru Miyato S. Maeda Masanori Koyama S. Ishii GAN 397 2,930 0 13 Apr 2017
On the Effects of Batch and Weight Normalization in Generative Adversarial Networks Sitao Xiang Hao Li GAN 191 88 0 13 Apr 2017
MAGAN: Margin Adaptation for Generative Adversarial Networks Ruohan Wang Antoine Cully H. Chang Y. Demiris GAN 248 65 0 12 Apr 2017