Improved Techniques for Training GANs

10 June 2016

Papers citing "Improved Techniques for Training GANs"

50 / 4,102 papers shown

Title
A Classification-Based Study of Covariate Shift in GAN Distributions Shibani Santurkar Ludwig Schmidt Aleksander Madry GAN 83 16 0 02 Nov 2017
Structured Generative Adversarial Networks Zhijie Deng Huatian Zhang Xiaodan Liang Luona Yang Shizhen Xu Jun Zhu Eric Xing GAN 70 53 0 02 Nov 2017
Smooth Neighbors on Teacher Graphs for Semi-supervised Learning Yucen Luo Jun Zhu Mengxi Li Yong Ren Bo Zhang 98 242 0 01 Nov 2017
Adversarial Learning of Structure-Aware Fully Convolutional Networks for Landmark Localization Yu Chen Chunhua Shen Hao Chen Xiu-Shen Wei Lingqiao Liu Jian Yang GAN 114 42 0 01 Nov 2017
Training GANs with Optimism C. Daskalakis Andrew Ilyas Vasilis Syrgkanis Haoyang Zeng 189 520 0 31 Oct 2017
Generating Natural Adversarial Examples Zhengli Zhao Dheeru Dua Sameer Singh GAN AAML 198 601 0 31 Oct 2017
A Self-Training Method for Semi-Supervised GANs Alan Do-Omri Dalei Wu Xiaohua Liu SSL GAN 46 2 0 27 Oct 2017
Progressive Growing of GANs for Improved Quality, Stability, and Variation Tero Karras Timo Aila S. Laine J. Lehtinen GAN 230 7,394 0 27 Oct 2017
A Generative Model for Volume Rendering M. Berger Jixian Li Joshua A. Levine GAN 59 84 0 26 Oct 2017
Deep Neural Networks Randall Balestriero Richard Baraniuk AAML 71 0 0 25 Oct 2017
Many Paths to Equilibrium: GANs Do Not Need to Decrease a Divergence At Every Step W. Fedus Mihaela Rosca Balaji Lakshminarayanan Andrew M. Dai S. Mohamed Ian Goodfellow GAN 92 211 0 23 Oct 2017
ADA: A Game-Theoretic Perspective on Data Augmentation for Object Detection Sima Behpour Kris Kitani Brian Ziebart AAML 40 4 0 21 Oct 2017
Be Your Own Prada: Fashion Synthesis with Structural Coherence Shizhan Zhu Sanja Fidler R. Urtasun Dahua Lin Chen Change Loy 84 275 0 19 Oct 2017
StackGAN++: Realistic Image Synthesis with Stacked Generative Adversarial Networks Han Zhang Tao Xu Hongsheng Li Shaoting Zhang Xiaogang Wang Xiaolei Huang Dimitris N. Metaxas GAN 123 1,064 0 19 Oct 2017
Generative Adversarial Networks: An Overview Antonia Creswell Tom White Vincent Dumoulin Kai Arulkumaran B. Sengupta Anil A Bharath GAN 180 3,077 0 19 Oct 2017
A Geometric View of Optimal Transportation and Generative Model Na Lei Kehua Su Li-min Cui S. Yau X. Gu GAN OT 75 134 0 16 Oct 2017
Projection Based Weight Normalization for Deep Neural Networks Lei Huang Xianglong Liu B. Lang Yue Liu 65 18 0 06 Oct 2017
Improved Training for Self-Training by Confidence Assessments Gal Hyams D. Greenfeld Dor Bank 59 1 0 30 Sep 2017
UTD-CRSS Submission for MGB-3 Arabic Dialect Identification: Front-end and Back-end Advancements on Broadcast Speech A. Bulut Qian Zhang Chunlei Zhang F. Bahmaninezhad John H. L. Hansen 59 10 0 29 Sep 2017
A Study of Cross-domain Generative Models applied to Cartoon Series Eman T. Hassan David J. Crandall 35 0 0 29 Sep 2017
Generative Adversarial Mapping Networks Jianbo Guo Guangxiang Zhu Jian Li GAN 35 3 0 28 Sep 2017
On the regularization of Wasserstein GANs Henning Petzka Asja Fischer Denis Lukovnikov GAN 63 213 0 26 Sep 2017
Learning Energy-Based Models as Generative ConvNets via Multi-grid Modeling and Sampling Ruiqi Gao Yang Lu Junpei Zhou Song-Chun Zhu Ying Nian Wu 112 79 0 26 Sep 2017
Comparison of Batch Normalization and Weight Normalization Algorithms for the Large-scale Image Classification Igor Gitman Boris Ginsburg 59 65 0 24 Sep 2017
Class-Splitting Generative Adversarial Networks G. Grinblat Lucas C. Uzal P. Granitto GAN 93 35 0 21 Sep 2017
Triangle Generative Adversarial Networks Zhe Gan Liqun Chen Weiyao Wang Yunchen Pu Yizhe Zhang Hao Liu Chunyuan Li Lawrence Carin GAN OOD 92 137 0 19 Sep 2017
ZhuSuan: A Library for Bayesian Deep Learning Jiaxin Shi Jianfei Chen Jun Zhu Shengyang Sun Yucen Luo Yihong Gu Yuhao Zhou UQCV BDL 82 43 0 18 Sep 2017
Differentially Private Mixture of Generative Neural Networks G. Ács Luca Melis C. Castelluccia Emiliano De Cristofaro SyDa 85 122 0 13 Sep 2017
Dual Discriminator Generative Adversarial Nets T. Nguyen Trung Le H. Vu Dinh Q. Phung GAN 79 312 0 12 Sep 2017
CausalGAN: Learning Causal Implicit Generative Models with Adversarial Training Murat Kocaoglu Christopher Snyder A. Dimakis S. Vishwanath GAN OOD 119 257 0 06 Sep 2017
Symmetric Variational Autoencoder and Connections to Adversarial Learning Liqun Chen Shuyang Dai Yunchen Pu Chunyuan Li Weiyao Wang Lawrence Carin DRL GAN 109 71 0 06 Sep 2017
Boosting Deep Learning Risk Prediction with Generative Adversarial Networks for Electronic Health Records Zhengping Che Yu Cheng Shuangfei Zhai Zhaonan Sun Yan Liu OOD 67 161 0 06 Sep 2017
Learning to Compose Domain-Specific Transformations for Data Augmentation Alexander J. Ratner Henry R. Ehrenberg Zeshan Hussain Jared A. Dunnmon Christopher Ré 90 351 0 06 Sep 2017
Deep Learning Techniques for Music Generation -- A Survey Jean-Pierre Briot Gaëtan Hadjeres F. Pachet MGen 153 300 0 05 Sep 2017
Intraoperative Organ Motion Models with an Ensemble of Conditional Generative Adversarial Networks Yipeng Hu Eli Gibson Tom Vercauteren H. Ahmed M. Emberton C. Moore J. A. Noble D. Barratt MedIm GAN 62 15 0 05 Sep 2017
Improving Landmark Localization with Semi-Supervised Learning S. Honari Pavlo Molchanov Stephen Tyree Pascal Vincent C. Pal Jan Kautz SSL 123 162 0 05 Sep 2017
ALICE: Towards Understanding Adversarial Learning for Joint Distribution Matching Chunyuan Li Hao Liu Changyou Chen Yunchen Pu Liqun Chen Ricardo Henao Lawrence Carin GAN FedML 77 224 0 05 Sep 2017
Continuous-Time Flows for Efficient Inference and Density Estimation Changyou Chen Chunyuan Li Liquan Chen Wenlin Wang Yunchen Pu Lawrence Carin TPM 129 57 0 04 Sep 2017
Learning Implicit Generative Models Using Differentiable Graph Tests Josip Djolonga Andreas Krause 50 8 0 04 Sep 2017
Unsupervised feature learning with discriminative encoder Gaurav Pandey Ambedkar Dukkipati SSL 60 6 0 03 Sep 2017
PassGAN: A Deep Learning Approach for Password Guessing Briland Hitaj Paolo Gasti G. Ateniese Fernando Perez-Cruz GAN 84 250 0 01 Sep 2017
Adversarial Networks for Spatial Context-Aware Spectral Image Reconstruction from RGB Aitor Alvarez-Gila Joost van de Weijer Estíbaliz Garrote GAN 81 92 0 01 Sep 2017
Abnormal Event Detection in Videos using Generative Adversarial Nets Mahdyar Ravanbakhsh Moin Nabi E. Sangineto L. Marcenaro C. Regazzoni N. Sebe GAN 125 437 0 31 Aug 2017
Improved ArtGAN for Conditional Synthesis of Natural Image and Artwork W. Tan Chee Seng Chan H. Aguirre Kiyoshi Tanaka GAN 21 2 0 31 Aug 2017
ScatterNet Hybrid Deep Learning (SHDL) Network For Object Classification Amarjot Singh N. Kingsbury 51 19 0 30 Aug 2017
Coulomb GANs: Provably Optimal Nash Equilibria via Potential Fields Thomas Unterthiner Bernhard Nessler Calvin Seward Günter Klambauer M. Heusel Hubert Ramsauer Sepp Hochreiter GAN 111 75 0 29 Aug 2017
ChemGAN challenge for drug discovery: can AI reproduce natural chemical diversity? Mostapha Benhenda GAN 85 104 0 28 Aug 2017
On the Protection of Private Information in Machine Learning Systems: Two Recent Approaches Martín Abadi Ulfar Erlingsson Ian Goodfellow H. B. McMahan Ilya Mironov Nicolas Papernot Kunal Talwar Li Zhang 55 47 0 26 Aug 2017
Semi-supervised Conditional GANs K. Sricharan R. Bala Matthew Shreve Hui Ding K. Saketh J. Sun GAN 74 54 0 19 Aug 2017
Conditional Adversarial Network for Semantic Segmentation of Brain Tumor Mina Rezaei Konstantin Harmuth Willi Gierke Thomas Kellermeier Martin Fischer Haojin Yang Christoph Meinel GAN MedIm 71 122 0 17 Aug 2017