Improved Techniques for Training GANs

10 June 2016

Papers citing "Improved Techniques for Training GANs"

50 / 4,338 papers shown

Title
Deep Generative Adversarial Neural Networks for Realistic Prostate Lesion MRI Synthesis Andy Kitchen J. Seah GAN MedIm 83 31 0 01 Aug 2017
Scalable and Effective Deep CCA via Soft Decorrelation Xiaobin Chang Tao Xiang Timothy M. Hospedales 126 3 0 30 Jul 2017
Photographic Image Synthesis with Cascaded Refinement Networks Qifeng Chen V. Koltun 268 984 0 28 Jul 2017
Generator Reversal Yannic Kilcher Aurelien Lucchi Thomas Hofmann AI4CE 98 2 0 28 Jul 2017
Quantum machine learning: a classical perspective C. Ciliberto Mark Herbster Alessandro Davide Ialongo Massimiliano Pontil Andrea Rocchetto Simone Severini Leonard Wossnig AI4CE 281 490 0 26 Jul 2017
MMGAN: Manifold Matching Generative Adversarial Network Noseong Park A. Anand Joel Ruben Antony Moniz Kookjin Lee Tanmoy Chakraborty Jaegul Choo Hongkyu Park Youngmin Kim GAN 241 8 0 26 Jul 2017
Linear Discriminant Generative Adversarial Networks Zhun Sun Mete Ozay Takayuki Okatani GAN 79 1 0 25 Jul 2017
Likelihood Estimation for Generative Adversarial Networks Hamid Eghbalzadeh Gerhard Widmer GAN 78 10 0 24 Jul 2017
Generative OpenMax for Multi-Class Open Set Classification Zongyuan Ge S. Demyanov Zetao Chen R. Garnavi VLM 182 426 0 24 Jul 2017
Adversarial Variational Optimization of Non-Differentiable Simulators Gilles Louppe Joeri Hermans Kyle Cranmer GAN 358 69 0 22 Jul 2017
Semantic Image Synthesis via Adversarial Learning Hao Dong Simiao Yu Chao Wu Wenhan Luo GAN 172 275 0 21 Jul 2017
Shape Generation using Spatially Partitioned Point Clouds Matheus Gadelha Subhransu Maji Rui Wang 3DPC 110 12 0 19 Jul 2017
Optimizing the Latent Space of Generative Networks Piotr Bojanowski Armand Joulin David Lopez-Paz Arthur Szlam GAN 278 445 0 18 Jul 2017
Freehand Ultrasound Image Simulation with Spatially-Conditioned Generative Adversarial Networks Yipeng Hu Eli Gibson L. Lee Weidi Xie D. Barratt Tom Vercauteren J. A. Noble GAN MedIm 96 77 0 17 Jul 2017
MoCoGAN: Decomposing Motion and Content for Video Generation Sergey Tulyakov Ming-Yuan Liu Xiaodong Yang Jan Kautz GAN 413 1,244 0 17 Jul 2017
Guiding InfoGAN with Semi-Supervision Adrian Spurr Emre Aksan Otmar Hilliges GAN 180 47 0 14 Jul 2017
f-GANs in an Information Geometric Nutshell Richard Nock Zac Cranko A. Menon Zhuang Li Robert C. Williamson 160 27 0 14 Jul 2017
Stable Distribution Alignment Using the Dual of the Adversarial Distance Ben Usman Kate Saenko Brian Kulis 203 3 0 13 Jul 2017
Adversarial Dropout for Supervised and Semi-supervised Learning Sungrae Park Jun-Keon Park Su-Jin Shin Il-Chul Moon GAN 165 181 0 12 Jul 2017
Adversarial Generation of Training Examples: Applications to Moving Vehicle License Plate Recognition Xinlong Wang Zhipeng Man Mingyu You Chunhua Shen GAN 124 8 0 11 Jul 2017
Semi-Supervised Haptic Material Recognition for Robots using Generative Adversarial Networks Zackory M. Erickson Sonia Chernova Charles C. Kemp GAN 119 44 0 10 Jul 2017
Learning Representations and Generative Models for 3D Point Clouds Panos Achlioptas Olga Diamanti Alexia Jolicoeur-Martineau Leonidas Guibas 3DV 3DPC 200 91 0 08 Jul 2017
Learning Loss Functions for Semi-supervised Learning via Discriminative Adversarial Networks Cicero Nogueira dos Santos Kahini Wadhawan Bowen Zhou GAN 164 30 0 07 Jul 2017
AlignGAN: Learning to Align Cross-Domain Images with Conditional Generative Adversarial Networks Xudong Mao Qing Li Haoran Xie GAN 193 23 0 05 Jul 2017
Learning Deep Energy Models: Contrastive Divergence vs. Amortized MLE Qiang Liu Dilin Wang 137 23 0 04 Jul 2017
Learning to Avoid Errors in GANs by Manipulating Input Spaces A. Jung GAN 124 1 0 03 Jul 2017
Variance Regularizing Adversarial Learning Karan Grewal R. Devon Hjelm Yoshua Bengio GAN AAML 135 7 0 02 Jul 2017
Distributional Adversarial Networks Chengtao Li David Alvarez-Melis Keyulu Xu Stefanie Jegelka S. Sra GAN 201 24 0 29 Jun 2017
GANs Trained by a Two Time-Scale Update Rule Converge to a Local Nash Equilibrium M. Heusel Hubert Ramsauer Thomas Unterthiner Bernhard Nessler Sepp Hochreiter 327 484 0 26 Jun 2017
Training Adversarial Discriminators for Cross-channel Abnormal Event Detection in Crowds Mahdyar Ravanbakhsh E. Sangineto Moin Nabi Andrii Zadaianchuk GAN 264 200 0 23 Jun 2017
A-NICE-MC: Adversarial Training for MCMC Jiaming Song Shengjia Zhao Stefano Ermon BDL OOD 307 111 0 23 Jun 2017
Dualing GANs Yujia Li Alex Schwing Kuan-Chieh Wang R. Zemel GAN 107 21 0 19 Jun 2017
Bayesian Conditional Generative Adverserial Networks Ehsan Abbasnejad Javen Qinfeng Shi Iman Abbasnejad Anton Van Den Hengel A. Dick GAN 136 13 0 17 Jun 2017
Self-ensembling for visual domain adaptation Geoffrey French Michal Mackiewicz M. Fisher 245 45 0 16 Jun 2017
Variational Approaches for Auto-Encoding Generative Adversarial Networks Mihaela Rosca Balaji Lakshminarayanan David Warde-Farley S. Mohamed DRL GAN 295 278 0 15 Jun 2017
Recent Progress of Face Image SynthesisAsian Conference on Pattern Recognition (ACPR), 2017 Zhihe Lu Zhihang Li Jie Cao Ran He Zhenan Sun CVBM 155 35 0 15 Jun 2017
Gradient descent GAN optimization is locally stableNeural Information Processing Systems (NeurIPS), 2017 Vaishnavh Nagarajan J. Zico Kolter GAN 279 362 0 13 Jun 2017
Adversarial Feature Matching for Text GenerationInternational Conference on Machine Learning (ICML), 2017 Yizhe Zhang Zhe Gan Kai Fan Zhi Chen Ricardo Henao Dinghan Shen Lawrence Carin GAN 192 348 0 12 Jun 2017
Channel-Recurrent Autoencoding for Image Modeling Wenling Shang Kihyuk Sohn Yuandong Tian DRL GAN 124 3 0 12 Jun 2017
An Online Learning Approach to Generative Adversarial NetworksInternational Conference on Learning Representations (ICLR), 2017 Paulina Grnarova Kfir Y. Levy Aurelien Lucchi Thomas Hofmann Andreas Krause GAN 176 92 0 10 Jun 2017
Real-valued (Medical) Time Series Generation with Recurrent Conditional GANs Cristóbal Esteban Stephanie L. Hyland Gunnar Rätsch GAN SyDa MedIm 289 885 0 08 Jun 2017
CosmoGAN: creating high-fidelity weak lensing convergence maps using Generative Adversarial NetworksComputational Astrophysics and Cosmology (CAC), 2017 M. Mustafa Deborah Bard W. Bhimji Z. Lukić Rami Al-Rfou J. Kratochvil GAN 437 125 0 07 Jun 2017
InfoVAE: Information Maximizing Variational Autoencoders Shengjia Zhao Jiaming Song Stefano Ermon DRL 405 472 0 07 Jun 2017
Synthesizing Filamentary Structured Images with GANs He Zhao Huiqi Li Li Cheng GAN MedIm 109 28 0 07 Jun 2017
DeLiGAN : Generative Adversarial Networks for Diverse and Limited DataComputer Vision and Pattern Recognition (CVPR), 2017 Swaminathan Gurumurthy Ravi Kiran Sarvadevabhatla R. Venkatesh Babu GAN 202 292 0 07 Jun 2017
SegAN: Adversarial Network with Multi-scale $L_1$ Loss for Medical Image Segmentation Yuan Xue Tao Xu Han Zhang L. R. Long Xiaolei Huang MedIm GAN 149 580 0 06 Jun 2017
Learning by Association - A versatile semi-supervised training method for neural networksComputer Vision and Pattern Recognition (CVPR), 2017 Philip Häusser A. Mordvintsev Zorah Lähner BDL 120 122 0 03 Jun 2017
On Unifying Deep Generative ModelsInternational Conference on Learning Representations (ICLR), 2017 Zhiting Hu Zichao Yang Ruslan Salakhutdinov Eric Xing DRL GAN 357 128 0 02 Jun 2017
PixelGAN AutoencodersNeural Information Processing Systems (NeurIPS), 2017 Alireza Makhzani Brendan J. Frey GAN 153 102 0 02 Jun 2017
Learning Generative Models with Sinkhorn DivergencesInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2017 Aude Genevay Gabriel Peyré Marco Cuturi OT 414 669 0 01 Jun 2017