Improved Techniques for Training GANs

10 June 2016

Papers citing "Improved Techniques for Training GANs"

50 / 4,102 papers shown

Title
Training-image based geostatistical inversion using a spatial generative adversarial neural network E. Laloy Romain Hérault D. Jacques N. Linde DiffM GAN 74 287 0 16 Aug 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 66 105 0 15 Aug 2017
Multi-Generator Generative Adversarial Nets Q. Hoang T. Nguyen Trung Le Dinh Q. Phung GAN 116 65 0 08 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 54 1 0 08 Aug 2017
GPLAC: Generalizing Vision-Based Robotic Skills using Weakly Labeled Images Avi Singh Larry Yang Sergey Levine 61 23 0 07 Aug 2017
Learning Uncertain Convolutional Features for Accurate Saliency Detection Pingping Zhang D. Wang Huchuan Lu Hongyu Wang Baocai Yin 111 431 0 07 Aug 2017
Image Quality Assessment Techniques Show Improved Training and Evaluation of Autoencoder Generative Adversarial Networks Michael O. Vertolli J. Davies GAN 20 7 0 06 Aug 2017
Parametrization and generation of geological models with generative adversarial networks Shing Chan A. Elsheikh GAN 78 66 0 05 Aug 2017
Inception Score, Label Smoothing, Gradient Vanishing and -log(D(x)) Alternative Zhiming Zhou Weinan Zhang Jun Wang 83 19 0 05 Aug 2017
Controllable Generative Adversarial Network Minhyeok Lee Junhee Seok GAN 63 78 0 02 Aug 2017
Active Learning for Convolutional Neural Networks: A Core-Set Approach Ozan Sener Silvio Savarese SSL 95 49 0 01 Aug 2017
Generative Semantic Manipulation with Contrasting GAN Xiaodan Liang Huatian Zhang Eric Xing GAN 100 53 0 01 Aug 2017
Image Denoising via CNNs: An Adversarial Approach Nithish Divakar R. Venkatesh Babu SupR 49 70 0 01 Aug 2017
Deep Generative Adversarial Neural Networks for Realistic Prostate Lesion MRI Synthesis Andy Kitchen J. Seah GAN MedIm 55 27 0 01 Aug 2017
Scalable and Effective Deep CCA via Soft Decorrelation Xiaobin Chang Tao Xiang Timothy M. Hospedales 47 3 0 30 Jul 2017
Photographic Image Synthesis with Cascaded Refinement Networks Qifeng Chen V. Koltun 77 954 0 28 Jul 2017
Generator Reversal Yannic Kilcher Aurelien Lucchi Thomas Hofmann AI4CE 47 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 97 443 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 117 8 0 26 Jul 2017
Linear Discriminant Generative Adversarial Networks Zhun Sun Mete Ozay Takayuki Okatani GAN 39 1 0 25 Jul 2017
Likelihood Estimation for Generative Adversarial Networks Hamid Eghbalzadeh Gerhard Widmer GAN 61 8 0 24 Jul 2017
Generative OpenMax for Multi-Class Open Set Classification Zongyuan Ge S. Demyanov Zetao Chen R. Garnavi VLM 72 389 0 24 Jul 2017
Adversarial Variational Optimization of Non-Differentiable Simulators Gilles Louppe Joeri Hermans Kyle Cranmer GAN 173 66 0 22 Jul 2017
Semantic Image Synthesis via Adversarial Learning Hao Dong Simiao Yu Chao Wu Yike Guo GAN 77 266 0 21 Jul 2017
Shape Generation using Spatially Partitioned Point Clouds Matheus Gadelha Subhransu Maji Rui Wang 3DPC 53 12 0 19 Jul 2017
Optimizing the Latent Space of Generative Networks Piotr Bojanowski Armand Joulin David Lopez-Paz Arthur Szlam GAN 121 417 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 76 76 0 17 Jul 2017
MoCoGAN: Decomposing Motion and Content for Video Generation Sergey Tulyakov Ming-Yuan Liu Xiaodong Yang Jan Kautz GAN 154 1,151 0 17 Jul 2017
Guiding InfoGAN with Semi-Supervision Adrian Spurr Emre Aksan Otmar Hilliges GAN 76 47 0 14 Jul 2017
f-GANs in an Information Geometric Nutshell Richard Nock Zac Cranko A. Menon Zhuang Li Robert C. Williamson 85 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
Adversarial Dropout for Supervised and Semi-supervised Learning Sungrae Park Jun-Keon Park Su-Jin Shin Il-Chul Moon GAN 99 174 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 44 7 0 11 Jul 2017
Semi-Supervised Haptic Material Recognition for Robots using Generative Adversarial Networks Zackory M. Erickson Sonia Chernova Charles C. Kemp GAN 56 43 0 10 Jul 2017
Learning Representations and Generative Models for 3D Point Clouds Panos Achlioptas Olga Diamanti Ioannis Mitliagkas Leonidas Guibas 3DV 3DPC 84 88 0 08 Jul 2017
Learning Loss Functions for Semi-supervised Learning via Discriminative Adversarial Networks Cicero Nogueira dos Santos Kahini Wadhawan Bowen Zhou GAN 95 30 0 07 Jul 2017
AlignGAN: Learning to Align Cross-Domain Images with Conditional Generative Adversarial Networks Xudong Mao Qing Li Haoran Xie GAN 84 20 0 05 Jul 2017
Learning Deep Energy Models: Contrastive Divergence vs. Amortized MLE Qiang Liu Dilin Wang 78 23 0 04 Jul 2017
Learning to Avoid Errors in GANs by Manipulating Input Spaces A. Jung GAN 65 1 0 03 Jul 2017
Variance Regularizing Adversarial Learning Karan Grewal R. Devon Hjelm Yoshua Bengio GAN AAML 45 7 0 02 Jul 2017
Distributional Adversarial Networks Chengtao Li David Alvarez-Melis Keyulu Xu Stefanie Jegelka S. Sra GAN 87 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 97 466 0 26 Jun 2017
Training Adversarial Discriminators for Cross-channel Abnormal Event Detection in Crowds Mahdyar Ravanbakhsh E. Sangineto Moin Nabi N. Sebe GAN 171 194 0 23 Jun 2017
A-NICE-MC: Adversarial Training for MCMC Jiaming Song Shengjia Zhao Stefano Ermon BDL OOD 127 110 0 23 Jun 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 58 12 0 17 Jun 2017
Self-ensembling for visual domain adaptation Geoffrey French Michal Mackiewicz M. Fisher 103 44 0 16 Jun 2017
Variational Approaches for Auto-Encoding Generative Adversarial Networks Mihaela Rosca Balaji Lakshminarayanan David Warde-Farley S. Mohamed DRL GAN 91 266 0 15 Jun 2017
Recent Progress of Face Image Synthesis Zhihe Lu Zhihang Li Jie Cao Ran He Zhenan Sun CVBM 81 32 0 15 Jun 2017