Improved Techniques for Training GANs

10 June 2016

Papers citing "Improved Techniques for Training GANs"

50 / 3,501 papers shown

Title
Multimodal Generative Models for Compositional Representation Learning Mike Wu Noah D. Goodman GAN DRL 59 17 0 11 Dec 2019
DR-GAN: Conditional Generative Adversarial Network for Fine-Grained Lesion Synthesis on Diabetic Retinopathy Images Yi Zhou Boyang Wang Xiaodong He Shanshan Cui Ling Shao GAN MedIm 32 92 0 10 Dec 2019
MaskAAE: Latent space optimization for Adversarial Auto-Encoders A. Mondal Sankalan Pal Chowdhury Aravind Jayendran Parag Singla Himanshu Asnani P. PrathoshA. GAN DRL 8 0 0 10 Dec 2019
Semi-supervised Learning Approach to Generate Neuroimaging Modalities with Adversarial Training H. Nguyen Simon Luo Fabio Ramos GAN MedIm 27 4 0 09 Dec 2019
cGANs with Multi-Hinge Loss Ilya Kavalerov W. Czaja Rama Chellappa GAN AI4CE 27 23 0 09 Dec 2019
Selective Synthetic Augmentation with Quality Assurance Yuan Xue Jiarong Ye L. R. Long Sameer Kiran Antani Z. Xue Xiaolei Huang MedIm 39 4 0 09 Dec 2019
Your Classifier is Secretly an Energy Based Model and You Should Treat it Like One Will Grathwohl Kuan-Chieh Wang J. Jacobsen David Duvenaud Mohammad Norouzi Kevin Swersky VLM 48 534 0 06 Dec 2019
Differentially Private Synthetic Mixed-Type Data Generation For Unsupervised Learning U. Tantipongpipat Chris Waites Digvijay Boob Amaresh Ankit Siva Rachel Cummings SyDa 44 31 0 06 Dec 2019
Generating Videos of Zero-Shot Compositions of Actions and Objects Megha Nawhal Mengyao Zhai Andreas M. Lehrmann Leonid Sigal Greg Mori 49 1 0 05 Dec 2019
Learning with Multiplicative Perturbations Xiulong Yang Shihao Ji AAML 34 4 0 04 Dec 2019
EventGAN: Leveraging Large Scale Image Datasets for Event Cameras A. Z. Zhu ZiYun Wang Kaung Khant Kostas Daniilidis GAN 39 45 0 03 Dec 2019
The Knowledge Within: Methods for Data-Free Model Compression Matan Haroush Itay Hubara Elad Hoffer Daniel Soudry 20 106 0 03 Dec 2019
KernelNet: A Data-Dependent Kernel Parameterization for Deep Generative Modeling Yufan Zhou Changyou Chen Jinhui Xu 16 2 0 02 Dec 2019
LOGAN: Latent Optimisation for Generative Adversarial Networks Yongpeng Wu Jeff Donahue David Balduzzi Karen Simonyan Timothy Lillicrap GAN 18 88 0 02 Dec 2019
DEGAS: Differentiable Efficient Generator Search Sivan Doveh Raja Giryes 26 18 0 02 Dec 2019
Flow Contrastive Estimation of Energy-Based Models Ruiqi Gao Erik Nijkamp Diederik P. Kingma Zhen Xu Andrew M. Dai Ying Nian Wu GAN 31 113 0 02 Dec 2019
Detecting GAN generated errors Xiru Zhu Fengdi Che Tianzi Yang Tzuyang Yu David Meger Gregory Dudek 22 2 0 02 Dec 2019
Approximating Human Judgment of Generated Image Quality Y. A. Kolchinski Sharon Zhou Shengjia Zhao Mitchell L. Gordon Stefano Ermon EGVM 14 4 0 30 Nov 2019
Mean Shift Rejection: Training Deep Neural Networks Without Minibatch Statistics or Normalization B. Ruff Taylor Beck Joscha Bach 14 3 0 29 Nov 2019
Orthogonal Wasserstein GANs J. Müller Reinhard Klein Michael Weinmann 67 9 0 29 Nov 2019
Example-Guided Scene Image Synthesis using Masked Spatial-Channel Attention and Patch-Based Self-Supervision Haitian Zheng Haofu Liao Lele Chen Wei Xiong Tianlang Chen Jiebo Luo 24 5 0 27 Nov 2019
Discriminative Adversarial Domain Adaptation Hui Tang Kui Jia OOD 29 194 0 27 Nov 2019
MixNMatch: Multifactor Disentanglement and Encoding for Conditional Image Generation Yuheng Li Krishna Kumar Singh Utkarsh Ojha Yong Jae Lee CoGe 25 75 0 26 Nov 2019
Text2FaceGAN: Face Generation from Fine Grained Textual Descriptions Osaid Rehman Nasir S. Jha Manraj Singh Grover Yi Yu Ajit Kumar R. Shah CVBM GAN 22 36 0 26 Nov 2019
Natural Image Manipulation for Autoregressive Models Using Fisher Scores Wilson Yan Jonathan Ho Pieter Abbeel 22 0 0 25 Nov 2019
Breaking the cycle -- Colleagues are all you need Ori Nizan A. Tal GAN 24 91 0 24 Nov 2019
EDIT: Exemplar-Domain Aware Image-to-Image Translation Yuanbin Fu Jiayi Ma Lin Ma Xiaojie Guo 32 4 0 24 Nov 2019
Neural Storyboard Artist: Visualizing Stories with Coherent Image Sequences Shizhe Chen Bei Liu Jianlong Fu Ruihua Song Qin Jin Pingping Lin Xiaoyu Qi Chunting Wang Jin Zhou DiffM 30 33 0 24 Nov 2019
Invert and Defend: Model-based Approximate Inversion of Generative Adversarial Networks for Secure Inference Wei-An Lin Yogesh Balaji Pouya Samangouei Rama Chellappa 33 6 0 23 Nov 2019
Patch-level Neighborhood Interpolation: A General and Effective Graph-based Regularization Strategy Ke Sun Bin Yu Zhouchen Lin Zhanxing Zhu 50 5 0 21 Nov 2019
Robust Conditional GAN from Uncertainty-Aware Pairwise Comparisons Ligong Han Ruijiang Gao Mun Kim Xin Tao Bo Liu Dimitris N. Metaxas 32 14 0 21 Nov 2019
EnAET: A Self-Trained framework for Semi-Supervised and Supervised Learning with Ensemble Transformations Tianlin Li Daisuke Kihara Jiebo Luo Guo-Jun Qi OOD 30 34 0 21 Nov 2019
Self-supervised Learning of 3D Objects from Natural Images Hiroharu Kato Tatsuya Harada 34 7 0 20 Nov 2019
DermGAN: Synthetic Generation of Clinical Skin Images with Pathology Amirata Ghorbani Vivek Natarajan David Coz Yuan Liu GAN MedIm 38 98 0 20 Nov 2019
Live Face De-Identification in Video Oran Gafni Lior Wolf Yaniv Taigman CVBM PICV 62 134 0 19 Nov 2019
Simple yet Effective Way for Improving the Performance of GAN Y. Shin Yoon-Jae Yeo Sung-Jea Ko 13 7 0 19 Nov 2019
Learning to Synthesize Fashion Textures Wu Shi Tak-Wai Hui Ziwei Liu Dahua Lin Chen Change Loy 21 5 0 18 Nov 2019
Effectively Unbiased FID and Inception Score and where to find them Min Jin Chong David A. Forsyth EGVM 30 201 0 16 Nov 2019
Self-supervised GAN: Analysis and Improvement with Multi-class Minimax Game Ngoc-Trung Tran Viet-Hung Tran Ngoc-Bao Nguyen Linxiao Yang Ngai-Man Cheung SSL GAN 23 60 0 16 Nov 2019
Generative Models for Effective ML on Private, Decentralized Datasets S. Augenstein H. B. McMahan Daniel Ramage Swaroop Indra Ramaswamy Peter Kairouz Mingqing Chen Rajiv Mathews Blaise Agüera y Arcas SyDa 32 182 0 15 Nov 2019
On Model Robustness Against Adversarial Examples Shufei Zhang Kaizhu Huang Zenglin Xu AAML 28 0 0 15 Nov 2019
Human Annotations Improve GAN Performances Juanyong Duan S. Ong Qi Zhao 35 0 0 15 Nov 2019
Question-Conditioned Counterfactual Image Generation for VQA Jingjing Pan Yash Goyal Stefan Lee EgoV OOD 28 19 0 14 Nov 2019
Detecting Invasive Ductal Carcinoma with Semi-Supervised Conditional GANs Jeremiah W. Johnson MedIm 14 4 0 14 Nov 2019
Adversarial Transformations for Semi-Supervised Learning Teppei Suzuki Ikuro Sato 22 13 0 13 Nov 2019
Negative sampling in semi-supervised learning John Chen Vatsal Shah Anastasios Kyrillidis 36 21 0 12 Nov 2019
Self-training with Noisy Student improves ImageNet classification Qizhe Xie Minh-Thang Luong Eduard H. Hovy Quoc V. Le NoLa 88 2,370 0 11 Nov 2019
Modeling EEG data distribution with a Wasserstein Generative Adversarial Network to predict RSVP Events Sharaj Panwar P. Rad T. Jung Yufei Huang GAN 37 51 0 11 Nov 2019
Multimodal Intelligence: Representation Learning, Information Fusion, and Applications Chao Zhang Zichao Yang Xiaodong He Li Deng HAI AI4TS 40 326 0 10 Nov 2019
Quality Aware Generative Adversarial Networks Parimala Kancharla Sumohana S. Channappayya GAN 17 27 0 08 Nov 2019