Improved Techniques for Training GANs

10 June 2016

Papers citing "Improved Techniques for Training GANs"

50 / 4,338 papers shown

Title
Creativity: Generating Diverse Questions using Variational Autoencoders Unnat Jain Ziyu Zhang Alex Schwing 163 157 0 11 Apr 2017
A-Fast-RCNN: Hard Positive Generation via Adversary for Object Detection Xinyu Wang Abhinav Shrivastava Abhinav Gupta ObjD 180 594 0 11 Apr 2017
Multi-Agent Diverse Generative Adversarial Networks Arna Ghosh Viveka Kulharia Vinay P. Namboodiri Juil Sock P. Dokania GAN 394 324 0 10 Apr 2017
Deep Generative Adversarial Compression Artifact Removal L. Galteri Lorenzo Seidenari Marco Bertini Marco Bertini GAN 269 222 0 08 Apr 2017
It Takes (Only) Two: Adversarial Generator-Encoder Networks Dmitry Ulyanov Andrea Vedaldi Victor Lempitsky GAN 163 137 0 07 Apr 2017
Semi-Latent GAN: Learning to generate and modify facial images from attributes Weidong Yin Yanwei Fu Leonid Sigal Xiangyang Xue GAN CVBM 140 43 0 07 Apr 2017
Training Triplet Networks with GAN Maciej Ziȩba Lei Wang GAN 99 16 0 06 Apr 2017
Neural Audio Synthesis of Musical Notes with WaveNet Autoencoders Jesse Engel Cinjon Resnick Adam Roberts Sander Dieleman Douglas Eck Karen Simonyan Mohammad Norouzi 235 696 0 05 Apr 2017
Semi-Supervised Generation with Cluster-aware Generative Models Lars Maaløe Marco Fraccaro Ole Winther 220 28 0 03 Apr 2017
Adversarial Connective-exploiting Networks for Implicit Discourse Relation Classification Lianhui Qin Zhisong Zhang Zhao Hai Zhiting Hu Eric Xing 203 93 0 01 Apr 2017
Improved Training of Wasserstein GANs Ishaan Gulrajani Faruk Ahmed Martín Arjovsky Vincent Dumoulin Aaron Courville GAN 701 10,354 0 31 Mar 2017
MidiNet: A Convolutional Generative Adversarial Network for Symbolic-domain Music Generation Li-Chia Yang Szu-Yu Chou Yi-Hsuan Yang GAN MGen 268 488 0 31 Mar 2017
Unsupervised Holistic Image Generation from Key Local Patches Donghoon Lee Sangdoo Yun Sungjoon Choi Hwiyeon Yoo Ming-Hsuan Yang Songhwai Oh GAN 157 12 0 31 Mar 2017
BEGAN: Boundary Equilibrium Generative Adversarial Networks David Berthelot Tom Schumm Luke Metz GAN 350 1,187 0 31 Mar 2017
Towards a Visual Privacy Advisor: Understanding and Predicting Privacy Risks in Images Rakshith Shetty Bernt Schiele Mario Fritz 242 400 0 30 Mar 2017
Unpaired Image-to-Image Translation using Cycle-Consistent Adversarial Networks Jun-Yan Zhu Taesung Park Phillip Isola Alexei A. Efros GAN 615 5,598 0 30 Mar 2017
Speaking the Same Language: Matching Machine to Human Captions by Adversarial Training Rakshith Shetty Marcus Rohrbach Lisa Anne Hendricks Mario Fritz Bernt Schiele 169 14 0 30 Mar 2017
CVAE-GAN: Fine-Grained Image Generation through Asymmetric Training Jianmin Bao Dong Chen Fang Wen Houqiang Li Gang Hua GAN 171 256 0 29 Mar 2017
One Network to Solve Them All --- Solving Linear Inverse Problems using Deep Projection Models Jen-Hao Rick Chang Chun-Liang Li Barnabás Póczós B. Kumar Aswin C. Sankaranarayanan 159 352 0 29 Mar 2017
Semi and Weakly Supervised Semantic Segmentation Using Generative Adversarial Network Nasim Souly C. Spampinato M. Shah GAN 128 86 0 28 Mar 2017
SEGAN: Speech Enhancement Generative Adversarial Network Santiago Pascual Antonio Bonafonte Joan Serrà GAN 274 1,231 0 28 Mar 2017
Mastering Sketching: Adversarial Augmentation for Structured Prediction E. Simo-Serra S. Iizuka H. Ishikawa AAML 109 73 0 27 Mar 2017
Generative Adversarial Residual Pairwise Networks for One Shot Learning A. Mehrotra Ambedkar Dukkipati GAN 153 115 0 23 Mar 2017
GP-GAN: Towards Realistic High-Resolution Image Blending Huikai Wu Shuai Zheng Junge Zhang Kaiqi Huang GAN 197 272 0 21 Mar 2017
Learning to Generate Samples from Noise through Infusion Training Florian Bordes S. Honari Pascal Vincent GAN DiffM 200 44 0 20 Mar 2017
Arbitrary Style Transfer in Real-time with Adaptive Instance Normalization Xun Huang Serge J. Belongie OOD 453 4,923 0 20 Mar 2017
Generating Multi-label Discrete Patient Records using Generative Adversarial Networks Edward Choi Siddharth Biswal B. Malin J. Duke Walter F. Stewart Jimeng Sun SyDa GAN 513 649 0 19 Mar 2017
TAC-GAN - Text Conditioned Auxiliary Classifier Generative Adversarial Network Ayushman Dash J. Gamboa Sheraz Ahmed Marcus Liwicki Muhammad Zeshan Afzal GAN 179 152 0 19 Mar 2017
Expecting the Unexpected: Training Detectors for Unusual Pedestrians with Adversarial Imposters Shiyu Huang Deva Ramanan 104 54 0 18 Mar 2017
Unsupervised Anomaly Detection with Generative Adversarial Networks to Guide Marker Discovery T. Schlegl Philipp Seeböck S. Waldstein U. Schmidt-Erfurth Georg Langs MedIm GAN 261 2,396 0 17 Mar 2017
Learning to Discover Cross-Domain Relations with Generative Adversarial Networks Taeksoo Kim Moonsu Cha Hyunsoo Kim Jung Kwon Lee Jiwon Kim GAN OOD 351 2,058 0 15 Mar 2017
Sharp Minima Can Generalize For Deep Nets Laurent Dinh Razvan Pascanu Samy Bengio Yoshua Bengio ODL 369 828 0 15 Mar 2017
Evolution Strategies as a Scalable Alternative to Reinforcement Learning Tim Salimans Jonathan Ho Xi Chen Szymon Sidor Ilya Sutskever 613 1,652 0 10 Mar 2017
Transformation-Grounded Image Generation Network for Novel 3D View Synthesis Eunbyung Park Jimei Yang Ersin Yumer Duygu Ceylan Alexander C. Berg 208 290 0 08 Mar 2017
Triple Generative Adversarial Nets Chongxuan Li T. Xu Jun Zhu Bo Zhang GAN 315 469 0 07 Mar 2017
On the Limits of Learning Representations with Label-Based Supervision Jiaming Song Russell Stewart Shengjia Zhao Stefano Ermon SSL 57 0 0 07 Mar 2017
Activation Maximization Generative Adversarial Nets Zhiming Zhou Han Cai Shunlin Rong Yuxuan Song Kan Ren Weinan Zhang Yong Yu Jun Wang GAN 491 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 1.0K 1,241 0 06 Mar 2017
Diversified Texture Synthesis with Feed-forward Networks Yijun Li Chen Fang Jimei Yang Zhaowen Wang Xin Lu Ming-Hsuan Yang 212 282 0 05 Mar 2017
LR-GAN: Layered Recursive Generative Adversarial Networks for Image Generation Jianwei Yang A. Kannan Dhruv Batra Devi Parikh GAN 207 247 0 05 Mar 2017
Addressing Appearance Change in Outdoor Robotics with Adversarial Domain Adaptation Markus Wulfmeier Alex Bewley Ingmar Posner 165 82 0 04 Mar 2017
EX2: Exploration with Exemplar Models for Deep Reinforcement Learning Justin Fu John D. Co-Reyes Sergey Levine OffRL 227 161 0 03 Mar 2017
Denoising Adversarial Autoencoders Antonia Creswell Anil Anthony Bharath DiffM 204 140 0 03 Mar 2017
Unsupervised Image-to-Image Translation Networks Ming-Yuan Liu Thomas Breuel Jan Kautz VLM 705 2,875 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 386 207 0 02 Mar 2017
Generalization and Equilibrium in Generative Adversarial Nets (GANs) Sanjeev Arora Rong Ge Yingyu Liang Tengyu Ma Yi Zhang GAN 264 706 0 02 Mar 2017
Boundary-Seeking Generative Adversarial NetworksInternational Conference on Learning Representations (ICLR), 2017 R. Devon Hjelm Athul Paul Jacob Tong Che Adam Trischler Dong Wang Yoshua Bengio GAN 246 175 0 27 Feb 2017
McGan: Mean and Covariance Feature Matching GANInternational Conference on Machine Learning (ICML), 2017 Youssef Mroueh Tom Sercu Vaibhava Goel GAN 151 162 0 27 Feb 2017
Variational Inference using Implicit Distributions Ferenc Huszár DRL GAN 262 140 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 165 242 0 26 Feb 2017