Improved Techniques for Training GANs

10 June 2016

Papers citing "Improved Techniques for Training GANs"

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Title
Fast-converging Conditional Generative Adversarial Networks for Image Synthesis Chengcheng Li Zehao Wang Hairong Qi GAN 33 29 0 05 May 2018
Transferring GANs: generating images from limited data Yaxing Wang Chenshen Wu Luis Herranz Joost van de Weijer Abel Gonzalez-Garcia Bogdan Raducanu 33 283 0 04 May 2018
Adversarial Semantic Alignment for Improved Image Captions Pierre Dognin Igor Melnyk Youssef Mroueh Jerret Ross Tom Sercu 25 16 0 30 Apr 2018
Toward Diverse Text Generation with Inverse Reinforcement Learning Zhan Shi Xinchi Chen Xipeng Qiu Xuanjing Huang 14 104 0 30 Apr 2018
Dilated Temporal Relational Adversarial Network for Generic Video Summarization Yujia Zhang Michael C. Kampffmeyer Xiaodan Liang Dingwen Zhang Min Tan Eric Xing ViT 27 48 0 30 Apr 2018
Human Motion Modeling using DVGANs Xiaoyu Lin Mohamed R. Amer 24 75 0 27 Apr 2018
Open Set Domain Adaptation by Backpropagation Kuniaki Saito Shohei Yamamoto Yoshitaka Ushiku Tatsuya Harada VLM 22 499 0 27 Apr 2018
Adversarial Training of Variational Auto-encoders for High Fidelity Image Generation Salman H. Khan Munawar Hayat Nick Barnes GAN DRL 19 20 0 27 Apr 2018
DOOM Level Generation using Generative Adversarial Networks E. Giacomello P. Lanzi Daniele Loiacono GAN 22 59 0 24 Apr 2018
Keep it Unreal: Bridging the Realism Gap for 2.5D Recognition with Geometry Priors Only Sergey Zakharov Benjamin Planche Ziyan Wu Andreas Hutter H. Kosch Slobodan Ilic 27 23 0 24 Apr 2018
Path Planning in Support of Smart Mobility Applications using Generative Adversarial Networks M. Mohammadi Ala I. Al-Fuqaha Jun-Seok Oh GAN 24 23 0 23 Apr 2018
Reconstruction of Simulation-Based Physical Field by Reconstruction Neural Network Method Yu Li Hu Wang Kangjia Mo Tao Zeng 3DV AI4CE 30 7 0 19 Apr 2018
Delete, Retrieve, Generate: A Simple Approach to Sentiment and Style Transfer Juncen Li Robin Jia He He Percy Liang 39 549 0 17 Apr 2018
IterGANs: Iterative GANs to Learn and Control 3D Object Transformation Ysbrand Galama Thomas Mensink GAN 24 10 0 16 Apr 2018
A Variational U-Net for Conditional Appearance and Shape Generation Patrick Esser E. Sutter Bjorn Ommer 28 417 0 12 Apr 2018
MGGAN: Solving Mode Collapse using Manifold Guided Training Duhyeon Bang Hyunjung Shim GAN 30 77 0 12 Apr 2018
Generative Adversarial Networks for Extreme Learned Image Compression E. Agustsson Michael Tschannen Fabian Mentzer Radu Timofte Luc Van Gool GAN 35 551 0 09 Apr 2018
Feedback GAN (FBGAN) for DNA: a Novel Feedback-Loop Architecture for Optimizing Protein Functions Anvita Gupta James Zou AI4CE 19 55 0 05 Apr 2018
DIY Human Action Data Set Generation Mehran Khodabandeh Hamid Reza Vaezi Joze Ilya Zharkov V. Pradeep 21 11 0 29 Mar 2018
Generative Modeling using the Sliced Wasserstein Distance Ishani Deshpande Ziyu Zhang Alex Schwing GAN 20 221 0 29 Mar 2018
Dist-GAN: An Improved GAN using Distance Constraints Ngoc-Trung Tran Tuan-Anh Bui Ngai-man Cheung DRL GAN 23 91 0 23 Mar 2018
Fictitious GAN: Training GANs with Historical Models Hao Ge Yin Xia Xu Chen R. Berry Ying Nian Wu AI4CE GAN 27 29 0 23 Mar 2018
Text2Shape: Generating Shapes from Natural Language by Learning Joint Embeddings Kevin Chen Chris Choy Manolis Savva Angel X. Chang Thomas Funkhouser Silvio Savarese 3DV 32 247 0 22 Mar 2018
Probabilistic Video Generation using Holistic Attribute Control Jiawei He Andreas M. Lehrmann Joseph Marino Greg Mori Leonid Sigal VGen DiffM DRL 22 77 0 21 Mar 2018
Deep Co-Training for Semi-Supervised Image Recognition Siyuan Qiao Wei Shen Zhishuai Zhang Bo Wang Alan Yuille 10 444 0 15 Mar 2018
Improving GANs Using Optimal Transport Tim Salimans Han Zhang Alec Radford Dimitris N. Metaxas OT GAN 22 323 0 15 Mar 2018
Cross-View Image Synthesis using Conditional GANs Krishna Regmi Ali Borji GAN 43 184 0 09 Mar 2018
Task Specific Visual Saliency Prediction with Memory Augmented Conditional Generative Adversarial Networks Tharindu Fernando Simon Denman Sridha Sridharan Clinton Fookes GAN 14 24 0 09 Mar 2018
Generating Artificial Data for Private Deep Learning Aleksei Triastcyn Boi Faltings 21 48 0 08 Mar 2018
Generating Contradictory, Neutral, and Entailing Sentences Songlin Yang Shawn Tan Chin-Wei Huang Aaron Courville 16 3 0 07 Mar 2018
One-Class Adversarial Nets for Fraud Detection Panpan Zheng Shuhan Yuan Xintao Wu Jun Yu Li Aidong Lu 27 160 0 05 Mar 2018
AdaDepth: Unsupervised Content Congruent Adaptation for Depth Estimation Jogendra Nath Kundu P. Uppala Anuj Pahuja R. Venkatesh Babu MDE 23 185 0 05 Mar 2018
GAN-based Synthetic Medical Image Augmentation for increased CNN Performance in Liver Lesion Classification Maayan Frid-Adar I. Diamant Eyal Klang Michal Amitai Jacob Goldberger H. Greenspan GAN MedIm 38 1,548 0 03 Mar 2018
The History Began from AlexNet: A Comprehensive Survey on Deep Learning Approaches Md. Zahangir Alom T. Taha C. Yakopcic Stefan Westberg P. Sidike Mst Shamima Nasrin B. Van Essen A. Awwal V. Asari VLM 29 874 0 03 Mar 2018
Quantitatively Evaluating GANs With Divergences Proposed for Training Daniel Jiwoong Im He Ma Graham W. Taylor K. Branson EGVM 19 69 0 02 Mar 2018
Novelty Detection with GAN M. Kliger S. Fleishman 27 57 0 28 Feb 2018
A Variational Inequality Perspective on Generative Adversarial Networks Gauthier Gidel Hugo Berard Gaëtan Vignoud Pascal Vincent Simon Lacoste-Julien GAN 28 351 0 28 Feb 2018
Robust GANs against Dishonest Adversaries Zhi Xu Chengtao Li Stefanie Jegelka AAML 34 3 0 27 Feb 2018
Translating and Segmenting Multimodal Medical Volumes with Cycle- and Shape-Consistency Generative Adversarial Network Zizhao Zhang L. Yang Yefeng Zheng MedIm 50 378 0 27 Feb 2018
Photographic Text-to-Image Synthesis with a Hierarchically-nested Adversarial Network Zizhao Zhang Yuanpu Xie L. Yang EGVM 32 304 0 26 Feb 2018
PBGen: Partial Binarization of Deconvolution-Based Generators for Edge Intelligence Jinglan Liu Jiaxin Zhang Yukun Ding Xiaowei Xu Meng Jiang Yiyu Shi 36 4 0 26 Feb 2018
Adversarially Learned One-Class Classifier for Novelty Detection Mohammad Sabokrou Mohammad Khalooei M. Fathy Ehsan Adeli AAML 18 685 0 25 Feb 2018
Scalable Private Learning with PATE Nicolas Papernot Shuang Song Ilya Mironov A. Raghunathan Kunal Talwar Ulfar Erlingsson 38 606 0 24 Feb 2018
Back to Basics: Benchmarking Canonical Evolution Strategies for Playing Atari P. Chrabaszcz I. Loshchilov Frank Hutter 32 99 0 24 Feb 2018
Is Generator Conditioning Causally Related to GAN Performance? Augustus Odena Jacob Buckman Catherine Olsson Tom B. Brown C. Olah Colin Raffel Ian Goodfellow AI4CE 35 112 0 23 Feb 2018
Interactive Image Manipulation with Natural Language Instruction Commands Seitaro Shinagawa Koichiro Yoshino S. Sakti Yu Suzuki Satoshi Nakamura 38 14 0 23 Feb 2018
Load Balanced GANs for Multi-view Face Image Synthesis Jie Cao Yibo Hu Ting Yu Ran He Zhenan Sun CVBM GAN 26 20 0 21 Feb 2018
A Study into the similarity in generator and discriminator in GAN architecture Arjun Karuvally GAN 18 1 0 21 Feb 2018
Online Detection of Action Start in Untrimmed, Streaming Videos Zheng Shou Junting Pan Jonathan Chan K. Miyazawa Hassan Mansour A. Vetro Xavier Giró-i-Nieto Shih-Fu Chang 35 61 0 19 Feb 2018
Differentially Private Generative Adversarial Network Liyang Xie Kaixiang Lin Shu Wang Fei Wang Jiayu Zhou SyDa 19 491 0 19 Feb 2018