Improved Techniques for Training GANs

10 June 2016

Papers citing "Improved Techniques for Training GANs"

50 / 4,102 papers shown

Title
Classical Planning in Deep Latent Space: Bridging the Subsymbolic-Symbolic Boundary Masataro Asai A. Fukunaga 171 173 0 29 Apr 2017
Generative Modeling with Conditional Autoencoders: Building an Integrated Cell Gregory R. Johnson Rory M. Donovan-Maiye M. Maleckar MedIm 48 36 0 28 Apr 2017
The Pose Knows: Video Forecasting by Generating Pose Futures Jacob Walker Kenneth Marino Abhinav Gupta M. Hebert 124 351 0 28 Apr 2017
Deep Cross-Modal Audio-Visual Generation Lele Chen Sudhanshu Srivastava Z. Duan Chenliang Xu 104 221 0 26 Apr 2017
Introspective Generative Modeling: Decide Discriminatively Justin Lazarow Long Jin Zhuowen Tu 31 2 0 25 Apr 2017
Introspective Classification with Convolutional Nets Long Jin Justin Lazarow Zhuowen Tu BDL 24 2 0 25 Apr 2017
Supervised Adversarial Networks for Image Saliency Detection H. Pan Hui Jiang GAN 69 7 0 24 Apr 2017
Softmax GAN Min Lin GAN 68 19 0 20 Apr 2017
Adversarial Neural Machine Translation Lijun Wu Yingce Xia Li Zhao Fei Tian Tao Qin Jianhuang Lai Tie-Yan Liu GAN AAML 94 134 0 20 Apr 2017
Multi-View Image Generation from a Single-View Bo Zhao Xiao-Jun Wu Zhi-Qi Cheng Hao Liu Zequn Jie Jiashi Feng 3DH GAN 100 185 0 17 Apr 2017
Gang of GANs: Generative Adversarial Networks with Maximum Margin Ranking Felix Juefei Xu Vishnu Boddeti Marios Savvides GAN 58 30 0 17 Apr 2017
Virtual Adversarial Training: A Regularization Method for Supervised and Semi-Supervised Learning Takeru Miyato S. Maeda Masanori Koyama S. Ishii GAN 153 2,748 0 13 Apr 2017
On the Effects of Batch and Weight Normalization in Generative Adversarial Networks Sitao Xiang Hao Li GAN 108 83 0 13 Apr 2017
MAGAN: Margin Adaptation for Generative Adversarial Networks Ruohan Wang Antoine Cully H. Chang Y. Demiris GAN 73 64 0 12 Apr 2017
Creativity: Generating Diverse Questions using Variational Autoencoders Unnat Jain Ziyu Zhang Alex Schwing 72 152 0 11 Apr 2017
A-Fast-RCNN: Hard Positive Generation via Adversary for Object Detection Xinyu Wang Abhinav Shrivastava Abhinav Gupta ObjD 102 572 0 11 Apr 2017
Multi-Agent Diverse Generative Adversarial Networks Arna Ghosh Viveka Kulharia Vinay P. Namboodiri Philip Torr P. Dokania GAN 117 307 0 10 Apr 2017
Deep Generative Adversarial Compression Artifact Removal L. Galteri Lorenzo Seidenari Marco Bertini A. Bimbo GAN 99 214 0 08 Apr 2017
It Takes (Only) Two: Adversarial Generator-Encoder Networks Dmitry Ulyanov Andrea Vedaldi Victor Lempitsky GAN 105 135 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 67 43 0 07 Apr 2017
Training Triplet Networks with GAN Maciej Ziȩba Lei Wang GAN 51 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 132 631 0 05 Apr 2017
Semi-Supervised Generation with Cluster-aware Generative Models Lars Maaløe Marco Fraccaro Ole Winther 117 28 0 03 Apr 2017
Adversarial Connective-exploiting Networks for Implicit Discourse Relation Classification Lianhui Qin Zhisong Zhang Zhao Hai Zhiting Hu Eric Xing 69 92 0 01 Apr 2017
Improved Training of Wasserstein GANs Ishaan Gulrajani Faruk Ahmed Martín Arjovsky Vincent Dumoulin Aaron Courville GAN 242 9,593 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 195 465 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 76 11 0 31 Mar 2017
BEGAN: Boundary Equilibrium Generative Adversarial Networks David Berthelot Tom Schumm Luke Metz GAN 120 1,157 0 31 Mar 2017
Towards a Visual Privacy Advisor: Understanding and Predicting Privacy Risks in Images Rakshith Shetty Bernt Schiele Mario Fritz 147 229 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 201 5,557 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 89 144 0 30 Mar 2017
CVAE-GAN: Fine-Grained Image Generation through Asymmetric Training Jianmin Bao Dong Chen Fang Wen Houqiang Li Gang Hua GAN 81 214 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 80 348 0 29 Mar 2017
Semi and Weakly Supervised Semantic Segmentation Using Generative Adversarial Network Nasim Souly C. Spampinato M. Shah GAN 72 84 0 28 Mar 2017
SEGAN: Speech Enhancement Generative Adversarial Network Santiago Pascual Antonio Bonafonte Joan Serrà GAN 102 1,149 0 28 Mar 2017
Mastering Sketching: Adversarial Augmentation for Structured Prediction E. Simo-Serra S. Iizuka H. Ishikawa AAML 74 68 0 27 Mar 2017
Generative Adversarial Residual Pairwise Networks for One Shot Learning A. Mehrotra Ambedkar Dukkipati GAN 87 110 0 23 Mar 2017
GP-GAN: Towards Realistic High-Resolution Image Blending Huikai Wu Shuai Zheng Junge Zhang Kaiqi Huang GAN 75 259 0 21 Mar 2017
Learning to Generate Samples from Noise through Infusion Training Florian Bordes S. Honari Pascal Vincent GAN DiffM 90 44 0 20 Mar 2017
Arbitrary Style Transfer in Real-time with Adaptive Instance Normalization Xun Huang Serge J. Belongie OOD 205 4,383 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 228 585 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 105 143 0 19 Mar 2017
Expecting the Unexpected: Training Detectors for Unusual Pedestrians with Adversarial Imposters Shiyu Huang Deva Ramanan 51 53 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 121 2,237 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 142 1,985 0 15 Mar 2017
Sharp Minima Can Generalize For Deep Nets Laurent Dinh Razvan Pascanu Samy Bengio Yoshua Bengio ODL 147 774 0 15 Mar 2017
Evolution Strategies as a Scalable Alternative to Reinforcement Learning Tim Salimans Jonathan Ho Xi Chen Szymon Sidor Ilya Sutskever 165 1,545 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 92 286 0 08 Mar 2017
Triple Generative Adversarial Nets Chongxuan Li T. Xu Jun Zhu Bo Zhang GAN 114 456 0 07 Mar 2017
On the Limits of Learning Representations with Label-Based Supervision Jiaming Song Russell Stewart Shengjia Zhao Stefano Ermon SSL 32 0 0 07 Mar 2017