Improved Techniques for Training GANs

10 June 2016

Papers citing "Improved Techniques for Training GANs"

50 / 4,102 papers shown

Title
Activation Maximization Generative Adversarial Nets Zhiming Zhou Han Cai Shunlin Rong Yuxuan Song Kan Ren Weinan Zhang Yong Yu Jun Wang GAN 68 0 0 06 Mar 2017
Mean teachers are better role models: Weight-averaged consistency targets improve semi-supervised deep learning results Antti Tarvainen Harri Valpola OOD MoMe 345 1,272 0 06 Mar 2017
Diversified Texture Synthesis with Feed-forward Networks Yijun Li Chen Fang Jimei Yang Zhaowen Wang Xin Lu Ming-Hsuan Yang 83 268 0 05 Mar 2017
LR-GAN: Layered Recursive Generative Adversarial Networks for Image Generation Jianwei Yang A. Kannan Dhruv Batra Devi Parikh GAN 93 241 0 05 Mar 2017
Addressing Appearance Change in Outdoor Robotics with Adversarial Domain Adaptation Markus Wulfmeier Alex Bewley Ingmar Posner 71 81 0 04 Mar 2017
EX2: Exploration with Exemplar Models for Deep Reinforcement Learning Justin Fu John D. Co-Reyes Sergey Levine OffRL 71 155 0 03 Mar 2017
Denoising Adversarial Autoencoders Antonia Creswell Anil Anthony Bharath DiffM 97 131 0 03 Mar 2017
Unsupervised Image-to-Image Translation Networks Ming-Yuan Liu Thomas Breuel Jan Kautz VLM 207 2,740 0 02 Mar 2017
On the Reconstruction of Face Images from Deep Face Templates Guangcan Mai Kai Cao Pong C. Yuen Anil K. Jain 3DH CVBM 131 185 0 02 Mar 2017
Generalization and Equilibrium in Generative Adversarial Nets (GANs) Sanjeev Arora Rong Ge Yingyu Liang Tengyu Ma Yi Zhang GAN 72 690 0 02 Mar 2017
Boundary-Seeking Generative Adversarial Networks R. Devon Hjelm Athul Paul Jacob Tong Che Adam Trischler Kyunghyun Cho Yoshua Bengio GAN 112 170 0 27 Feb 2017
McGan: Mean and Covariance Feature Matching GAN Youssef Mroueh Tom Sercu Vaibhava Goel GAN 101 159 0 27 Feb 2017
Variational Inference using Implicit Distributions Ferenc Huszár DRL GAN 175 135 0 27 Feb 2017
Maximum-Likelihood Augmented Discrete Generative Adversarial Networks Tong Che Yanran Li Ruixiang Zhang R. Devon Hjelm Wenjie Li Yangqiu Song Yoshua Bengio GAN 79 235 0 26 Feb 2017
Generative Adversarial Active Learning Jia Jie Zhu José Bento GAN 101 185 0 25 Feb 2017
On the Origin of Deep Learning Haohan Wang Bhiksha Raj MedIm 3DV VLM 145 225 0 24 Feb 2017
Deep Models Under the GAN: Information Leakage from Collaborative Deep Learning Briland Hitaj G. Ateniese Fernando Perez-Cruz FedML 155 1,416 0 24 Feb 2017
Generating Adversarial Malware Examples for Black-Box Attacks Based on GAN Weiwei Hu Ying Tan GAN 95 465 0 20 Feb 2017
Crossing Nets: Combining GANs and VAEs with a Shared Latent Space for Hand Pose Estimation Chengde Wan Thomas Probst Luc Van Gool Angela Yao GAN 59 149 0 11 Feb 2017
ArtGAN: Artwork Synthesis with Conditional Categorical GANs W. Tan Chee Seng Chan H. Aguirre Kiyoshi Tanaka GAN 77 112 0 11 Feb 2017
Batch Renormalization: Towards Reducing Minibatch Dependence in Batch-Normalized Models Sergey Ioffe BDL 85 540 0 10 Feb 2017
A Hybrid Convolutional Variational Autoencoder for Text Generation Stanislau Semeniuta Aliaksei Severyn Erhardt Barth 103 253 0 08 Feb 2017
An Adversarial Regularisation for Semi-Supervised Training of Structured Output Neural Networks Mateusz Koziñski Loïc Simon F. Jurie GAN 72 18 0 08 Feb 2017
Truncated Variational EM for Semi-Supervised Neural Simpletrons D. Forster Jörg Lücke BDL 48 15 0 07 Feb 2017
Calibrating Energy-based Generative Adversarial Networks Zihang Dai Amjad Almahairi Philip Bachman Eduard H. Hovy Aaron Courville GAN 78 111 0 06 Feb 2017
SenseGen: A Deep Learning Architecture for Synthetic Sensor Data Generation M. Alzantot Supriyo Chakraborty Mani B. Srivastava 76 127 0 31 Jan 2017
Adversarial Evaluation of Dialogue Models Anjuli Kannan Oriol Vinyals AAML ALM 189 76 0 27 Jan 2017
Unlabeled Samples Generated by GAN Improve the Person Re-identification Baseline in vitro Zhedong Zheng Liang Zheng Yi Yang GAN 108 1,889 0 26 Jan 2017
Adversarial Learning for Neural Dialogue Generation Jiwei Li Will Monroe Tianlin Shi Sébastien Jean Alan Ritter Dan Jurafsky 135 899 0 23 Jan 2017
Loss-Sensitive Generative Adversarial Networks on Lipschitz Densities Guo-Jun Qi GAN 130 352 0 23 Jan 2017
DeadNet: Identifying Phototoxicity from Label-free Microscopy Images of Cells using Deep ConvNets David Richmond Anna Payne-Tobin Jost Talley J. Lambert J. Waters H. Elliott 34 9 0 22 Jan 2017
Image De-raining Using a Conditional Generative Adversarial Network He Zhang Vishwanath A. Sindagi Vishal M. Patel GAN 206 1,030 0 21 Jan 2017
Learning Particle Physics by Example: Location-Aware Generative Adversarial Networks for Physics Synthesis Luke de Oliveira Michela Paganini Benjamin Nachman GAN AI4CE 99 288 0 20 Jan 2017
Towards Principled Methods for Training Generative Adversarial Networks Martín Arjovsky M. Nault GAN 87 2,112 0 17 Jan 2017
AdaGAN: Boosting Generative Models Ilya O. Tolstikhin Sylvain Gelly Olivier Bousquet Carl-Johann Simon-Gabriel Bernhard Schölkopf GAN 100 226 0 09 Jan 2017
NIPS 2016 Tutorial: Generative Adversarial Networks Ian Goodfellow GAN 190 1,728 0 31 Dec 2016
MARTA GANs: Unsupervised Representation Learning for Remote Sensing Image Classification Daoyu Lin Kun Fu Yang Wang Guangluan Xu Xian Sun GAN 78 174 0 28 Dec 2016
PixelCNN Models with Auxiliary Variables for Natural Image Modeling Alexander Kolesnikov Christoph H. Lampert GAN 71 3 0 24 Dec 2016
Learning from Simulated and Unsupervised Images through Adversarial Training A. Shrivastava Tomas Pfister Oncel Tuzel J. Susskind Wenda Wang Russ Webb GAN 113 1,803 0 22 Dec 2016
Adversarial Examples Detection in Deep Networks with Convolutional Filter Statistics Xin Li Fuxin Li GAN AAML 145 366 0 22 Dec 2016
Unsupervised Pixel-Level Domain Adaptation with Generative Adversarial Networks Konstantinos Bousmalis N. Silberman David Dohan D. Erhan Dilip Krishnan OOD GAN 167 1,537 0 16 Dec 2016
Learning Residual Images for Face Attribute Manipulation Wei Shen Rujie Liu CVBM GAN 84 253 0 16 Dec 2016
Stacked Generative Adversarial Networks Xun Huang Yixuan Li Omid Poursaeed John E. Hopcroft Serge J. Belongie GAN 109 459 0 13 Dec 2016
Generative Adversarial Parallelization Daniel Jiwoong Im He Ma C. Kim Graham W. Taylor GAN 89 38 0 13 Dec 2016
Generalizable Features From Unsupervised Learning M. Berk Mirza Aaron Courville Yoshua Bengio SSL OOD 58 17 0 12 Dec 2016
StackGAN: Text to Photo-realistic Image Synthesis with Stacked Generative Adversarial Networks Han Zhang Tao Xu Hongsheng Li Shaoting Zhang Xiaogang Wang Xiaolei Huang Dimitris N. Metaxas GAN 155 2,730 0 10 Dec 2016
Improved generator objectives for GANs Ben Poole Alexander A. Alemi Jascha Narain Sohl-Dickstein A. Angelova 73 69 0 08 Dec 2016
Mode Regularized Generative Adversarial Networks Tong Che Yanran Li Athul Paul Jacob Yoshua Bengio Wenjie Li GAN 170 557 0 07 Dec 2016
Semi-Supervised Learning with the Deep Rendering Mixture Model M. T. Nguyen Wanjia Liu Ethan Perez Richard G. Baraniuk Ankit B. Patel BDL 108 9 0 06 Dec 2016
A Probabilistic Framework for Deep Learning Ankit B. Patel M. T. Nguyen Richard G. Baraniuk BDL 120 68 0 06 Dec 2016