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
Copulas as High-Dimensional Generative Models: Vine Copula Autoencoders Natasa Tagasovska Damien Ackerer Thibault Vatter TPM 17 27 0 12 Jun 2019
Task Agnostic Continual Learning via Meta Learning Xu He Jakub Sygnowski Alexandre Galashov Andrei A. Rusu Yee Whye Teh Razvan Pascanu OOD CLL FedML 13 94 0 12 Jun 2019
Generative Adversarial Networks in Computer Vision: A Survey and Taxonomy Zhengwei Wang Qi She T. Ward MedIm EGVM 29 90 0 04 Jun 2019
Convergence of Learning Dynamics in Stackelberg Games Tanner Fiez Benjamin J. Chasnov Lillian J. Ratliff 11 92 0 04 Jun 2019
Encoder-Powered Generative Adversarial Networks Jiseob Kim Seungjae Jung Hyun-Dong Lee Byoung-Tak Zhang GAN DRL 6 1 0 03 Jun 2019
Near-Term Quantum-Classical Associative Adversarial Networks Eric R. Anschütz Cristian Zanoci GAN 11 13 0 30 May 2019
Semi-Implicit Generative Model Mingzhang Yin Mingyuan Zhou VLM GAN 31 3 0 29 May 2019
Competitive Gradient Descent Florian Schäfer Anima Anandkumar 19 102 0 28 May 2019
Revisiting Stochastic Extragradient Konstantin Mishchenko D. Kovalev Egor Shulgin Peter Richtárik Yura Malitsky 6 66 0 27 May 2019
ODE Analysis of Stochastic Gradient Methods with Optimism and Anchoring for Minimax Problems Ernest K. Ryu Kun Yuan W. Yin 20 36 0 26 May 2019
Generative Latent Flow Zhisheng Xiao Qing Yan Y. Amit DRL 9 15 0 24 May 2019
Discrete Flows: Invertible Generative Models of Discrete Data Dustin Tran Keyon Vafa Kumar Krishna Agrawal Laurent Dinh Ben Poole DRL 24 114 0 24 May 2019
Data-Driven Crowd Simulation with Generative Adversarial Networks Javad Amirian W. V. Toll J. Hayet J. Pettré GAN 11 28 0 23 May 2019
Biosignal Generation and Latent Variable Analysis with Recurrent Generative Adversarial Networks S. Harada Hideaki Hayashi S. Uchida GAN 19 21 0 17 May 2019
Learning Generative Models across Incomparable Spaces Charlotte Bunne David Alvarez-Melis Andreas Krause Stefanie Jegelka GAN 19 112 0 14 May 2019
Revisiting Precision and Recall Definition for Generative Model Evaluation Loïc Simon Ryan Webster Julien Rabin 13 16 0 14 May 2019
Differentiable Game Mechanics Alistair Letcher David Balduzzi S. Racanière James Martens Jakob N. Foerster K. Tuyls T. Graepel 37 79 0 13 May 2019
FCC-GAN: A Fully Connected and Convolutional Net Architecture for GANs Sukarna Barua S. Erfani James Bailey AI4CE GAN 17 27 0 07 May 2019
Social Ways: Learning Multi-Modal Distributions of Pedestrian Trajectories with GANs Javad Amirian J. Hayet J. Pettré GAN 20 269 0 20 Apr 2019
Improved Precision and Recall Metric for Assessing Generative Models Tuomas Kynkaanniemi Tero Karras S. Laine J. Lehtinen Timo Aila EGVM 28 825 0 15 Apr 2019
Predicting Novel Views Using Generative Adversarial Query Network Phong Nguyen-Ha Lam Huynh Esa Rahtu J. Heikkilä GAN 15 7 0 10 Apr 2019
Jointly Measuring Diversity and Quality in Text Generation Models Ehsan Montahaei Danial Alihosseini M. Baghshah 27 76 0 08 Apr 2019
Normalized Diversification Shaohui Liu Xiao Zhang Jianqiao Wangni Jianbo Shi GAN DiffM 25 20 0 07 Apr 2019
Snore-GANs: Improving Automatic Snore Sound Classification with Synthesized Data Zixing Zhang Jing Han Kun Qian C. Janott Yanan Guo Bjoern Schuller 8 41 0 29 Mar 2019
MSG-GAN: Multi-Scale Gradients for Generative Adversarial Networks Animesh Karnewar Oliver Wang GAN 12 50 0 14 Mar 2019
Mode Seeking Generative Adversarial Networks for Diverse Image Synthesis Qi Mao Hsin-Ying Lee Hung-Yu Tseng Siwei Ma Ming-Hsuan Yang GAN 28 404 0 13 Mar 2019
Self-Tuning Networks: Bilevel Optimization of Hyperparameters using Structured Best-Response Functions M. Mackay Paul Vicol Jonathan Lorraine David Duvenaud Roger C. Grosse 27 164 0 07 Mar 2019
Convergence of Multi-Agent Learning with a Finite Step Size in General-Sum Games Xinliang Song Tonghan Wang Chongjie Zhang 30 13 0 07 Mar 2019
Domain Partitioning Network Botos Csaba A. Boukhayma Viveka Kulharia A. Horváth Philip H. S. Torr GAN 11 1 0 21 Feb 2019
Lipschitz Generative Adversarial Nets Zhiming Zhou Jiadong Liang Yuxuan Song Lantao Yu Hongwei Wang Weinan Zhang Yong Yu Zhihua Zhang GAN 17 78 0 15 Feb 2019
Rethinking Generative Mode Coverage: A Pointwise Guaranteed Approach Peilin Zhong Yuchen Mo Chang Xiao Pengyu Chen Changxi Zheng 19 5 0 13 Feb 2019
MISO: Mutual Information Loss with Stochastic Style Representations for Multimodal Image-to-Image Translation Sanghyeon Na Seungjoo Yoo Jaegul Choo 6 16 0 11 Feb 2019
Synthetic Data Generators: Sequential and Private Olivier Bousquet Roi Livni Shay Moran SyDa 8 12 0 09 Feb 2019
Generating the support with extreme value losses N. Guttenberg 13 0 0 08 Feb 2019
Mode Collapse and Regularity of Optimal Transportation Maps Na Lei Yang Guo Dongsheng An Xin Qi Zhongxuan Luo S. Yau X. Gu OT 14 28 0 08 Feb 2019
Beholder-GAN: Generation and Beautification of Facial Images with Conditioning on Their Beauty Level Nir Diamant Dean Zadok Chaim Baskin Eli Schwartz A. Bronstein CVBM DiffM 14 32 0 07 Feb 2019
Knowledge-Based Regularization in Generative Modeling Naoya Takeishi Yoshinobu Kawahara GAN 20 0 0 06 Feb 2019
End-to-end Lane Detection through Differentiable Least-Squares Fitting Wouter Van Gansbeke Bert De Brabandere D. Neven Marc Proesmans Luc Van Gool 11 133 0 01 Feb 2019
Diversity Regularized Adversarial Learning B. Ayinde Keishin Nishihama J. Zurada GAN 14 1 0 30 Jan 2019
Heartbeat Anomaly Detection using Adversarial Oversampling Jefferson L. P. Lima David Macêdo Cleber Zanchettin 14 19 0 28 Jan 2019
Out-of-Sample Testing for GANs Pablo Sánchez-Martín Pablo Martínez Olmos Fernando Perez-Cruz 22 2 0 28 Jan 2019
Diversity-Sensitive Conditional Generative Adversarial Networks Dingdong Yang Seunghoon Hong Y. Jang Tianchen Zhao Honglak Lee GAN 39 214 0 25 Jan 2019
Virtual Conditional Generative Adversarial Networks Haifeng Shi Guanyu Cai Yuqin Wang Shaohua Shang Lianghua He GAN 11 0 0 25 Jan 2019
Multi-objective training of Generative Adversarial Networks with multiple discriminators Isabela Albuquerque João Monteiro T. Doan Breandan Considine T. Falk Ioannis Mitliagkas 22 66 0 24 Jan 2019
Maximum Entropy Generators for Energy-Based Models Rithesh Kumar Sherjil Ozair Anirudh Goyal Aaron Courville Yoshua Bengio 11 112 0 24 Jan 2019
Learning Spatial Pyramid Attentive Pooling in Image Synthesis and Image-to-Image Translation Wei Sun Tianfu Wu 21 13 0 18 Jan 2019
Domain Adaptation for Structured Output via Discriminative Patch Representations Yi-Hsuan Tsai Kihyuk Sohn S. Schulter Manmohan Chandraker OOD 38 319 0 16 Jan 2019
Introducing a Generative Adversarial Network Model for Lagrangian Trajectory Simulation Jingwei Gan Pai Liu R. Chakrabarty GAN 11 0 0 13 Jan 2019
Detecting Overfitting of Deep Generative Networks via Latent Recovery Ryan Webster Julien Rabin Loïc Simon F. Jurie GAN 14 99 0 09 Jan 2019
Adversarial Learning of a Sampler Based on an Unnormalized Distribution Chunyuan Li Ke Bai Jianqiao Li Guoyin Wang Changyou Chen Lawrence Carin 14 10 0 03 Jan 2019