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
Latent Filter Scaling for Multimodal Unsupervised Image-to-Image Translation Yazeed Alharbi Neil G. Smith Peter Wonka 20 31 0 24 Dec 2018
On the potential for open-endedness in neural networks N. Guttenberg N. Virgo A. Penn 15 10 0 12 Dec 2018
A Survey of Unsupervised Deep Domain Adaptation Garrett Wilson D. Cook OOD 29 804 0 06 Dec 2018
Anomaly detection with Wasserstein GAN I. Haloui J. Gupta Vincent Feuillard GAN AI4TS 28 13 0 06 Dec 2018
GDPP: Learning Diverse Generations Using Determinantal Point Process Mohamed Elfeki Camille Couprie M. Rivière Mohamed Elhoseiny 26 64 0 30 Nov 2018
Generative Adversarial Network Training is a Continual Learning Problem Kevin J Liang Chunyuan Li Guoyin Wang Lawrence Carin GAN 11 50 0 27 Nov 2018
MR-GAN: Manifold Regularized Generative Adversarial Networks Qunwei Li B. Kailkhura Rushil Anirudh Yi Zhou Yingbin Liang P. Varshney AI4CE GAN 13 8 0 22 Nov 2018
A domain agnostic measure for monitoring and evaluating GANs Paulina Grnarova Kfir Y. Levy Aurelien Lucchi Nathanael Perraudin Ian Goodfellow Thomas Hofmann Andreas Krause EGVM 16 8 0 13 Nov 2018
Use of Neural Signals to Evaluate the Quality of Generative Adversarial Network Performance in Facial Image Generation Zhengwei Wang Graham Healy Alan F. Smeaton T. Ward EGVM 39 37 0 10 Nov 2018
Mode matching in GANs through latent space learning and inversion Chao Weng AP Prathosh Dong Yu Varun Srivastava S. Chaudhury GAN 14 2 0 08 Nov 2018
Improving GAN with neighbors embedding and gradient matching Ngoc-Trung Tran Tuan-Anh Bui Ngai-man Cheung GAN 24 16 0 04 Nov 2018
Mixture Density Generative Adversarial Networks Hamid Eghbalzadeh Werner Zellinger Gerhard Widmer GAN 14 39 0 31 Oct 2018
Learning Comment Generation by Leveraging User-Generated Data Zhaojiang Lin Genta Indra Winata Pascale Fung SyDa 13 18 0 29 Oct 2018
Generative adversarial networks and adversarial methods in biomedical image analysis J. Wolterink Konstantinos Kamnitsas C. Ledig Ivana Išgum MedIm GAN 22 21 0 24 Oct 2018
Taming VAEs Danilo Jimenez Rezende Fabio Viola DRL CML 18 182 0 01 Oct 2018
Adversarial Training in Affective Computing and Sentiment Analysis: Recent Advances and Perspectives Jing Han Zixing Zhang N. Cummins Björn Schuller 28 61 0 21 Sep 2018
LS-Net: Learning to Solve Nonlinear Least Squares for Monocular Stereo R. Clark Michael Bloesch J. Czarnowski Stefan Leutenegger Andrew J. Davison 11 80 0 09 Sep 2018
Why are Sequence-to-Sequence Models So Dull? Understanding the Low-Diversity Problem of Chatbots Shaojie Jiang Maarten de Rijke 16 43 0 06 Sep 2018
GAN Lab: Understanding Complex Deep Generative Models using Interactive Visual Experimentation Minsuk Kahng Nikhil Thorat Duen Horng Chau F. Viégas Martin Wattenberg HAI GAN 18 169 0 05 Sep 2018
Multi-Adversarial Domain Adaptation Zhongyi Pei Zhangjie Cao Mingsheng Long Jianmin Wang OOD TTA 21 853 0 04 Sep 2018
Generating Text through Adversarial Training using Skip-Thought Vectors Afroz Ahamad 9 11 0 27 Aug 2018
Global Convergence to the Equilibrium of GANs using Variational Inequalities I. Gemp Sridhar Mahadevan 20 50 0 04 Aug 2018
On-line Adaptative Curriculum Learning for GANs T. Doan João Monteiro Isabela Albuquerque Bogdan Mazoure A. Durand Joelle Pineau R. Devon Hjelm 30 42 0 31 Jul 2018
Dropout-GAN: Learning from a Dynamic Ensemble of Discriminators Gonçalo Mordido Haojin Yang Christoph Meinel SyDa 29 49 0 30 Jul 2018
Towards Distributed Coevolutionary GANs Abdullah Al-Dujaili Tom Schmiedlechner Erik Hemberg Una-May O’Reilly GAN 28 41 0 21 Jul 2018
Negative Momentum for Improved Game Dynamics Gauthier Gidel Reyhane Askari Hemmat Mohammad Pezeshki Rémi Le Priol Gabriel Huang Simon Lacoste-Julien Ioannis Mitliagkas AI4CE 19 179 0 12 Jul 2018
Last-Iterate Convergence: Zero-Sum Games and Constrained Min-Max Optimization C. Daskalakis Ioannis Panageas 22 175 0 11 Jul 2018
Learning Implicit Generative Models by Teaching Explicit Ones Chao Du Kun Xu Chongxuan Li Jun Zhu Bo Zhang DRL GAN 6 9 0 10 Jul 2018
Optimistic mirror descent in saddle-point problems: Going the extra (gradient) mile P. Mertikopoulos Bruno Lecouat Houssam Zenati Chuan-Sheng Foo V. Chandrasekhar Georgios Piliouras 26 290 0 07 Jul 2018
Understanding the Effectiveness of Lipschitz-Continuity in Generative Adversarial Nets Zhiming Zhou Yuxuan Song Lantao Yu Hongwei Wang Jiadong Liang Weinan Zhang Zhihua Zhang Yong Yu GAN 14 9 0 02 Jul 2018
Convergence Problems with Generative Adversarial Networks (GANs) Samuel A. Barnett GAN 11 47 0 29 Jun 2018
Learning Implicit Generative Models with the Method of Learned Moments Suman V. Ravuri S. Mohamed Mihaela Rosca Oriol Vinyals GAN 18 28 0 28 Jun 2018
High Diversity Attribute Guided Face Generation with GANs Evgeny Izutov CVBM GAN 16 0 0 28 Jun 2018
Guided evolutionary strategies: Augmenting random search with surrogate gradients Niru Maheswaranathan Luke Metz George Tucker Dami Choi Jascha Narain Sohl-Dickstein 9 20 0 26 Jun 2018
DARTS: Differentiable Architecture Search Hanxiao Liu Karen Simonyan Yiming Yang 38 4,301 0 24 Jun 2018
Training Faster by Separating Modes of Variation in Batch-normalized Models Mahdi M. Kalayeh M. Shah 21 42 0 07 Jun 2018
Disconnected Manifold Learning for Generative Adversarial Networks Mahyar Khayatkhoei Ahmed Elgammal Maneesh Kumar Singh GAN 19 76 0 03 Jun 2018
On GANs and GMMs Eitan Richardson Yair Weiss GAN 23 149 0 31 May 2018
Detecting Deceptive Reviews using Generative Adversarial Networks H. Aghakhani Aravind Machiry Shirin Nilizadeh Christopher Krügel Giovanni Vigna 20 77 0 25 May 2018
Multi-task Maximum Entropy Inverse Reinforcement Learning Adam Gleave Oliver Habryka 30 39 0 22 May 2018
Self-Attention Generative Adversarial Networks Han Zhang Ian Goodfellow Dimitris N. Metaxas Augustus Odena GAN 42 3,693 0 21 May 2018
BourGAN: Generative Networks with Metric Embeddings Chang Xiao Peilin Zhong Changxi Zheng GAN 18 69 0 19 May 2018
Normal Similarity Network for Generative Modelling Jay Nandy W. Hsu M. Lee GAN 13 3 0 14 May 2018
Domain Adaptation with Adversarial Training and Graph Embeddings Firoj Alam Shafiq R. Joty Muhammad Imran OOD 14 118 0 14 May 2018
Stingray Detection of Aerial Images Using Augmented Training Images Generated by A Conditional Generative Model Yi-Min Chou Chien-Hung Chen Keng-Hao Liu Chu-Song Chen 27 3 0 11 May 2018
Toward Diverse Text Generation with Inverse Reinforcement Learning Zhan Shi Xinchi Chen Xipeng Qiu Xuanjing Huang 6 104 0 30 Apr 2018
MGGAN: Solving Mode Collapse using Manifold Guided Training Duhyeon Bang Hyunjung Shim GAN 24 77 0 12 Apr 2018
Generative Adversarial Networks (GANs): What it can generate and What it cannot? P Manisha Sujit Gujar GAN 21 0 0 31 Mar 2018
Generative Modeling using the Sliced Wasserstein Distance Ishani Deshpande Ziyu Zhang A. Schwing GAN 15 221 0 29 Mar 2018
Dihedral angle prediction using generative adversarial networks Hyeongki Kim GAN 15 0 0 29 Mar 2018