Unrolled Generative Adversarial Networks

7 November 2016

Luke Metz

Ben Poole

David Pfau

Jascha Narain Sohl-Dickstein

GAN

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Papers citing "Unrolled Generative Adversarial Networks"

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Title
BAGAN: Data Augmentation with Balancing GAN G. Mariani F. Scheidegger R. Istrate C. Bekas A. Malossi 17 310 0 26 Mar 2018
Fréchet ChemNet Distance: A metric for generative models for molecules in drug discovery Kristina Preuer Philipp Renz Thomas Unterthiner Sepp Hochreiter G. Klambauer MedIm 12 324 0 26 Mar 2018
Dist-GAN: An Improved GAN using Distance Constraints Ngoc-Trung Tran Tuan-Anh Bui Ngai-man Cheung DRL GAN 15 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 19 29 0 23 Mar 2018
Improving GANs Using Optimal Transport Tim Salimans Han Zhang Alec Radford Dimitris N. Metaxas OT GAN 11 322 0 15 Mar 2018
Correction by Projection: Denoising Images with Generative Adversarial Networks Subarna Tripathi Zachary Chase Lipton Truong Thao Nguyen 22 53 0 12 Mar 2018
Understanding Short-Horizon Bias in Stochastic Meta-Optimization Yuhuai Wu Mengye Ren Renjie Liao Roger C. Grosse 14 138 0 06 Mar 2018
Memorization Precedes Generation: Learning Unsupervised GANs with Memory Networks Youngjin Kim Minjung Kim Gunhee Kim GAN 18 40 0 05 Mar 2018
Evolutionary Generative Adversarial Networks Chaoyue Wang Chang Xu Xin Yao Dacheng Tao GAN 46 282 0 01 Mar 2018
A Variational Inequality Perspective on Generative Adversarial Networks Gauthier Gidel Hugo Berard Gaëtan Vignoud Pascal Vincent Simon Lacoste-Julien GAN 20 350 0 28 Feb 2018
Augmented CycleGAN: Learning Many-to-Many Mappings from Unpaired Data Amjad Almahairi Sai Rajeswar Alessandro Sordoni Philip Bachman Aaron Courville GAN 18 420 0 27 Feb 2018
Photographic Text-to-Image Synthesis with a Hierarchically-nested Adversarial Network Zizhao Zhang Yuanpu Xie L. Yang EGVM 21 304 0 26 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 27 112 0 23 Feb 2018
On the Convergence and Robustness of Training GANs with Regularized Optimal Transport Maziar Sanjabi Jimmy Ba Meisam Razaviyayn J. Lee GAN 25 137 0 22 Feb 2018
Distribution Matching in Variational Inference Mihaela Rosca Balaji Lakshminarayanan S. Mohamed GAN CML DRL 27 98 0 19 Feb 2018
DA-GAN: Instance-level Image Translation by Deep Attention Generative Adversarial Networks (with Supplementary Materials) Shuang Ma Jianlong Fu Chang Wen Chen Tao Mei GAN 16 154 0 18 Feb 2018
Interaction Matters: A Note on Non-asymptotic Local Convergence of Generative Adversarial Networks Tengyuan Liang J. Stokes 27 211 0 16 Feb 2018
Image Transformer Niki Parmar Ashish Vaswani Jakob Uszkoreit Lukasz Kaiser Noam M. Shazeer Alexander Ku Dustin Tran ViT 37 1,659 0 15 Feb 2018
The Mechanics of n-Player Differentiable Games David Balduzzi S. Racanière James Martens Jakob N. Foerster K. Tuyls T. Graepel MLT 16 273 0 15 Feb 2018
Predict and Constrain: Modeling Cardinality in Deep Structured Prediction Nataly Brukhim Amir Globerson 23 9 0 13 Feb 2018
First Order Generative Adversarial Networks Calvin Seward Thomas Unterthiner Urs M. Bergmann Nikolay Jetchev Sepp Hochreiter GAN 35 8 0 13 Feb 2018
Coulomb Autoencoders E. Sansone Hafiz Tiomoko Ali Jiacheng Sun DRL 23 1 0 10 Feb 2018
Pros and Cons of GAN Evaluation Measures Ali Borji ELM EGVM 23 866 0 09 Feb 2018
Semi-Amortized Variational Autoencoders Yoon Kim Sam Wiseman Andrew C. Miller David Sontag Alexander M. Rush BDL DRL 27 243 0 07 Feb 2018
Stochastic Deconvolutional Neural Network Ensemble Training on Generative Pseudo-Adversarial Networks A. Chaplygin Joshua Chacksfield GAN 21 0 0 07 Feb 2018
Training Generative Adversarial Networks via Primal-Dual Subgradient Methods: A Lagrangian Perspective on GAN Xu Chen Jiang Wang Hao Ge GAN 29 14 0 06 Feb 2018
No Modes left behind: Capturing the data distribution effectively using GANs Shashank Sharma Vinay P. Namboodiri GAN 22 4 0 02 Feb 2018
Improved Training of Generative Adversarial Networks Using Representative Features Duhyeon Bang Hyunjung Shim GAN 32 33 0 28 Jan 2018
Fast cosmic web simulations with generative adversarial networks Andrés C. Rodríguez T. Kacprzak Aurelien Lucchi A. Amara R. Sgier J. Fluri Thomas Hofmann Alexandre Réfrégier GAN AI4CE 16 89 0 27 Jan 2018
Understanding Human Behaviors in Crowds by Imitating the Decision-Making Process Haosheng Zou Hang Su Shihong Song Jun Zhu 13 48 0 25 Jan 2018
Decoupled Learning for Conditional Adversarial Networks Zhifei Zhang Yang Song Hairong Qi 33 22 0 21 Jan 2018
Composite Functional Gradient Learning of Generative Adversarial Models Rie Johnson Tong Zhang GAN 27 14 0 19 Jan 2018
Meta-Tracker: Fast and Robust Online Adaptation for Visual Object Trackers Eunbyung Park Alexander C. Berg VOT TTA 35 166 0 09 Jan 2018
Face Synthesis from Visual Attributes via Sketch using Conditional VAEs and GANs Xing Di Vishal M. Patel CVBM GAN 36 35 0 30 Dec 2017
On the Effectiveness of Least Squares Generative Adversarial Networks Xudong Mao Qing Li Haoran Xie Raymond Y. K. Lau Zhen Wang Stephen Paul Smolley GAN 16 160 0 18 Dec 2017
PacGAN: The power of two samples in generative adversarial networks Zinan Lin A. Khetan Giulia Fanti Sewoong Oh GAN 20 331 0 12 Dec 2017
SGAN: An Alternative Training of Generative Adversarial Networks Tatjana Chavdarova F. Fleuret GAN 30 57 0 06 Dec 2017
Hybrid VAE: Improving Deep Generative Models using Partial Observations Sergey Tulyakov Andrew Fitzgibbon Sebastian Nowozin DRL 17 9 0 30 Nov 2017
IVE-GAN: Invariant Encoding Generative Adversarial Networks R. Winter Djork-Arné Clevert GAN 21 0 0 23 Nov 2017
Improving Consistency and Correctness of Sequence Inpainting using Semantically Guided Generative Adversarial Network A. Lahiri A. Jain P. Biswas Pabitra Mitra GAN 27 10 0 16 Nov 2017
How Generative Adversarial Networks and Their Variants Work: An Overview Yongjun Hong Uiwon Hwang Jaeyoon Yoo Sungroh Yoon GAN 33 152 0 16 Nov 2017
TripletGAN: Training Generative Model with Triplet Loss Gongze Cao Yezhou Yang Jie Lei Cheng Jin Yang Liu Xiuming Zhang GAN 27 9 0 14 Nov 2017
Prediction Under Uncertainty with Error-Encoding Networks Mikael Henaff J. Zhao Yann LeCun UQCV 11 25 0 14 Nov 2017
Machine vs Machine: Minimax-Optimal Defense Against Adversarial Examples Jihun Hamm Akshay Mehra AAML 21 7 0 12 Nov 2017
Metric Learning-based Generative Adversarial Network Zi-Yi Dou GAN 24 5 0 08 Nov 2017
KGAN: How to Break The Minimax Game in GAN Trung Le T. Nguyen Dinh Q. Phung GAN 33 1 0 06 Nov 2017
A Classification-Based Study of Covariate Shift in GAN Distributions Shibani Santurkar Ludwig Schmidt A. Madry GAN 19 16 0 02 Nov 2017
Polyphonic Music Generation with Sequence Generative Adversarial Networks Sang-gil Lee Uiwon Hwang Seonwoo Min Sungroh Yoon MGen GAN 27 18 0 31 Oct 2017
Progressive Growing of GANs for Improved Quality, Stability, and Variation Tero Karras Timo Aila S. Laine J. Lehtinen GAN 27 7,275 0 27 Oct 2017
Many Paths to Equilibrium: GANs Do Not Need to Decrease a Divergence At Every Step W. Fedus Mihaela Rosca Balaji Lakshminarayanan Andrew M. Dai S. Mohamed Ian Goodfellow GAN 18 208 0 23 Oct 2017