Improved Techniques for Training GANs

10 June 2016

Papers citing "Improved Techniques for Training GANs"

50 / 4,338 papers shown

Title
Generative Adversarial Networks: An Overview Antonia Creswell Tom White Vincent Dumoulin Kai Arulkumaran B. Sengupta Anil A Bharath GAN 512 3,500 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 181 139 0 16 Oct 2017
Projection Based Weight Normalization for Deep Neural Networks Lei Huang Xianglong Liu B. Lang Yue Liu 126 19 0 06 Oct 2017
Improved Training for Self-Training by Confidence Assessments Gal Hyams D. Greenfeld Dor Bank 119 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 136 10 0 29 Sep 2017
A Study of Cross-domain Generative Models applied to Cartoon Series Eman T. Hassan David J. Crandall 99 0 0 29 Sep 2017
Generative Adversarial Mapping Networks Jianbo Guo Guangxiang Zhu Jian Li GAN 83 3 0 28 Sep 2017
On the regularization of Wasserstein GANs Henning Petzka Asja Fischer Denis Lukovnikov GAN 225 220 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 287 80 0 26 Sep 2017
Comparison of Batch Normalization and Weight Normalization Algorithms for the Large-scale Image Classification Igor Gitman Boris Ginsburg 175 66 0 24 Sep 2017
Class-Splitting Generative Adversarial Networks G. Grinblat Lucas C. Uzal P. Granitto GAN 191 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 160 142 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 135 43 0 18 Sep 2017
Differentially Private Mixture of Generative Neural Networks G. Ács Luca Melis C. Castelluccia Emiliano De Cristofaro SyDa 211 127 0 13 Sep 2017
Dual Discriminator Generative Adversarial Nets T. Nguyen Trung Le H. Vu Dinh Q. Phung GAN 176 335 0 12 Sep 2017
CausalGAN: Learning Causal Implicit Generative Models with Adversarial Training Murat Kocaoglu Christopher Snyder A. Dimakis S. Vishwanath GAN OOD 365 282 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 235 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 193 173 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 186 360 0 06 Sep 2017
Deep Learning Techniques for Music Generation -- A Survey Jean-Pierre Briot Gaëtan Hadjeres F. Pachet MGen 359 314 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 116 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 405 168 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 156 224 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 266 59 0 04 Sep 2017
Learning Implicit Generative Models Using Differentiable Graph Tests Josip Djolonga Andreas Krause 99 8 0 04 Sep 2017
Unsupervised feature learning with discriminative encoder Gaurav Pandey Ambedkar Dukkipati SSL 88 6 0 03 Sep 2017
PassGAN: A Deep Learning Approach for Password Guessing Briland Hitaj Paolo Gasti G. Ateniese Fernando Perez-Cruz GAN 237 281 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 170 104 0 01 Sep 2017
Abnormal Event Detection in Videos using Generative Adversarial Nets Mahdyar Ravanbakhsh Moin Nabi E. Sangineto L. Marcenaro C. Regazzoni Andrii Zadaianchuk GAN 225 465 0 31 Aug 2017
Improved ArtGAN for Conditional Synthesis of Natural Image and Artwork W. Tan Chee Seng Chan H. Aguirre Kiyoshi Tanaka GAN 125 2 0 31 Aug 2017
ScatterNet Hybrid Deep Learning (SHDL) Network For Object Classification Amarjot Singh N. Kingsbury 143 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 252 75 0 29 Aug 2017
ChemGAN challenge for drug discovery: can AI reproduce natural chemical diversity? Mostapha Benhenda GAN 230 105 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 139 48 0 26 Aug 2017
Semi-supervised Conditional GANs K. Sricharan R. Bala Matthew Shreve Hui Ding K. Saketh J. Sun GAN 126 58 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 139 126 0 17 Aug 2017
Training-image based geostatistical inversion using a spatial generative adversarial neural network E. Laloy Romain Hérault D. Jacques N. Linde DiffM GAN 136 317 0 16 Aug 2017
Geometric Enclosing NetworksInternational Joint Conference on Artificial Intelligence (IJCAI), 2017 Trung Le H. Vu T. Nguyen Dinh Q. Phung 100 9 0 16 Aug 2017
GANs for Biological Image SynthesisIEEE International Conference on Computer Vision (ICCV), 2017 A. Osokin A. Chessel R. Carazo-Salas F. Vaggi GAN 137 108 0 15 Aug 2017
Multi-Generator Generative Adversarial Nets Q. Hoang T. Nguyen Trung Le Dinh Q. Phung GAN 217 68 0 08 Aug 2017
Parametric Adversarial Divergences are Good Losses for Generative Modeling Gabriel Huang Hugo Berard Ahmed Touati Gauthier Gidel Pascal Vincent Damien Scieur GAN 221 1 0 08 Aug 2017
GPLAC: Generalizing Vision-Based Robotic Skills using Weakly Labeled ImagesIEEE International Conference on Computer Vision (ICCV), 2017 Avi Singh Larry Yang Sergey Levine 135 23 0 07 Aug 2017
Learning Uncertain Convolutional Features for Accurate Saliency DetectionIEEE International Conference on Computer Vision (ICCV), 2017 Silong Yong D. Wang Huchuan Lu Hongyu Wang Baocai Yin 241 443 0 07 Aug 2017
Image Quality Assessment Techniques Show Improved Training and Evaluation of Autoencoder Generative Adversarial Networks Michael O. Vertolli J. Davies GAN 70 7 0 06 Aug 2017
Parametrization and generation of geological models with generative adversarial networks Shing Chan A. Elsheikh GAN 163 69 0 05 Aug 2017
Inception Score, Label Smoothing, Gradient Vanishing and -log(D(x)) Alternative Zhiming Zhou Weinan Zhang Jun Wang 129 19 0 05 Aug 2017
Controllable Generative Adversarial Network Minhyeok Lee Junhee Seok GAN 207 87 0 02 Aug 2017
Active Learning for Convolutional Neural Networks: A Core-Set Approach Ozan Sener Silvio Savarese SSL 214 50 0 01 Aug 2017
Generative Semantic Manipulation with Contrasting GAN Xiaodan Liang Huatian Zhang Eric Xing GAN 187 53 0 01 Aug 2017
Image Denoising via CNNs: An Adversarial Approach Nithish Divakar R. Venkatesh Babu SupR 80 73 0 01 Aug 2017