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
Hidden Convexity of Wasserstein GANs: Interpretable Generative Models with Closed-Form Solutions Arda Sahiner Tolga Ergen Batu Mehmet Ozturkler Burak Bartan John M. Pauly Morteza Mardani Mert Pilanci GAN 20 20 0 12 Jul 2021
Reparameterized Sampling for Generative Adversarial Networks Yifei Wang Yisen Wang Jiansheng Yang Zhouchen Lin GAN 11 5 0 01 Jul 2021
iDARTS: Differentiable Architecture Search with Stochastic Implicit Gradients Miao Zhang Steven W. Su Shirui Pan Xiaojun Chang Ehsan Abbasnejad Reza Haffari 24 68 0 21 Jun 2021
Self-Supervised GANs with Label Augmentation Liang Hou Huawei Shen Qi Cao Xueqi Cheng 13 18 0 16 Jun 2021
Reverse Engineering of Generative Models: Inferring Model Hyperparameters from Generated Images Vishal Asnani Xi Yin Tal Hassner Xiaoming Liu 25 65 0 15 Jun 2021
Improving Bridge estimators via $f$ -GAN Hanwen Xing OT 13 3 0 14 Jun 2021
Proximal Optimal Transport Modeling of Population Dynamics Charlotte Bunne Laetitia Meng-Papaxanthos Andreas Krause Marco Cuturi OT 48 81 0 11 Jun 2021
A Neural Tangent Kernel Perspective of GANs Jean-Yves Franceschi Emmanuel de Bézenac Ibrahim Ayed Mickaël Chen Sylvain Lamprier Patrick Gallinari 31 26 0 10 Jun 2021
DASVDD: Deep Autoencoding Support Vector Data Descriptor for Anomaly Detection H. Hojjati Narges Armanfard 21 34 0 09 Jun 2021
Realizing GANs via a Tunable Loss Function Gowtham R. Kurri Tyler Sypherd Lalitha Sankar GAN 6 15 0 09 Jun 2021
Neural Distributed Source Coding Jay Whang Alliot Nagle Anish Acharya Hyeji Kim A. Dimakis 30 20 0 05 Jun 2021
Minimax Optimization with Smooth Algorithmic Adversaries Tanner Fiez Chi Jin Praneeth Netrapalli Lillian J. Ratliff AAML 16 11 0 02 Jun 2021
IID-GAN: an IID Sampling Perspective for Regularizing Mode Collapse Yang Li Liangliang Shi Junchi Yan GAN 19 7 0 01 Jun 2021
On the Exploitation of Neuroevolutionary Information: Analyzing the Past for a More Efficient Future Unai Garciarena Nuno Lourenço Penousal Machado R. Santana A. Mendiburu 14 5 0 26 May 2021
Style-Restricted GAN: Multi-Modal Translation with Style Restriction Using Generative Adversarial Networks Sho Inoue T. Gonsalves GAN 15 0 0 17 May 2021
Text Generation with Deep Variational GAN M. Hossam Trung Le Michael Papasimeon Viet Huynh Dinh Q. Phung GAN DRL 20 5 0 27 Apr 2021
Latent-Optimized Adversarial Neural Transfer for Sarcasm Detection Xu Guo Boyang Albert Li Han Yu C. Miao AAML 28 17 0 19 Apr 2021
Learning Normal Dynamics in Videos with Meta Prototype Network Hui Lv Cheng Chen Zhen Cui Chunyan Xu Yong Li Jian Yang 24 139 0 14 Apr 2021
Adversarial Regularization as Stackelberg Game: An Unrolled Optimization Approach Simiao Zuo Chen Liang Haoming Jiang Xiaodong Liu Pengcheng He Jianfeng Gao Weizhu Chen T. Zhao 47 9 0 11 Apr 2021
Creativity and Machine Learning: A Survey Giorgio Franceschelli Mirco Musolesi VLM AI4CE 31 40 0 06 Apr 2021
Leverage Score Sampling for Complete Mode Coverage in Generative Adversarial Networks J. Schreurs Hannes De Meulemeester Michaël Fanuel B. De Moor Johan A. K. Suykens GAN 26 0 0 06 Apr 2021
Partition-Guided GANs Mohammadreza Armandpour A. Sadeghian Chunyuan Li Mingyuan Zhou GAN 25 19 0 02 Apr 2021
SPatchGAN: A Statistical Feature Based Discriminator for Unsupervised Image-to-Image Translation Xuning Shao Weidong Zhang 31 27 0 30 Mar 2021
Generative Minimization Networks: Training GANs Without Competition Paulina Grnarova Yannic Kilcher Kfir Y. Levy Aurelien Lucchi Thomas Hofmann GAN 18 6 0 23 Mar 2021
Context-Aware Layout to Image Generation with Enhanced Object Appearance Sen He Wentong Liao M. Yang Yongxin Yang Yi-Zhe Song Bodo Rosenhahn Tao Xiang DiffM VLM 24 52 0 22 Mar 2021
Conditional Frechet Inception Distance Michael Soloveitchik Tzvi Diskin E. Morin A. Wiesel EGVM 32 33 0 21 Mar 2021
SVMax: A Feature Embedding Regularizer Ahmed Taha Alex Hanson Abhinav Shrivastava L. Davis 29 0 0 04 Mar 2021
MIND: Inductive Mutual Information Estimation, A Convex Maximum-Entropy Copula Approach Yves-Laurent Kom Samo 13 8 0 25 Feb 2021
Interpreting the Latent Space of Generative Adversarial Networks using Supervised Learning Toan Pham Van Tam Minh Nguyen Ngoc N. Tran Hoai Viet Nguyen Linh Doan Bao Huy Dao Quang Ta Minh Thanh GAN SSL 13 10 0 24 Feb 2021
Self-Diagnosing GAN: Diagnosing Underrepresented Samples in Generative Adversarial Networks J. Lee Haeri Kim Youngkyu Hong Hye Won Chung 25 21 0 24 Feb 2021
Evolving GAN Formulations for Higher Quality Image Synthesis Santiago Gonzalez Mohak Kant Risto Miikkulainen GAN 18 4 0 17 Feb 2021
DO-GAN: A Double Oracle Framework for Generative Adversarial Networks Aye Phyu Phyu Aung Xinrun Wang Runsheng Yu Bo An Senthilnath Jayavelu Xiaoli Li 29 8 0 17 Feb 2021
Complex Momentum for Optimization in Games Jonathan Lorraine David Acuna Paul Vicol David Duvenaud 15 9 0 16 Feb 2021
HGAN: Hybrid Generative Adversarial Network Seyed Mehdi Iranmanesh Nasser M. Nasrabadi GAN 19 4 0 07 Feb 2021
toon2real: Translating Cartoon Images to Realistic Images K. M. A. Sultan Mohammad Imrul Jubair Md. Nahidul Islam S. Khan GAN 13 5 0 01 Feb 2021
Investigating Bi-Level Optimization for Learning and Vision from a Unified Perspective: A Survey and Beyond Risheng Liu Jiaxin Gao Jin Zhang Deyu Meng Zhouchen Lin AI4CE 53 222 0 27 Jan 2021
Hierarchical Variational Auto-Encoding for Unsupervised Domain Generalization Xudong Sun Florian Buettner BDL OOD DRL 16 3 0 23 Jan 2021
DuelGAN: A Duel Between Two Discriminators Stabilizes the GAN Training Jiaheng Wei Minghao Liu Jiahao Luo Andrew Zhu James Davis Yang Liu GAN 63 11 0 19 Jan 2021
Image Synthesis with Adversarial Networks: a Comprehensive Survey and Case Studies Pourya Shamsolmoali Masoumeh Zareapoor Eric Granger Huiyu Zhou Ruili Wang M. E. Celebi Jie Yang EGVM 41 138 0 26 Dec 2020
AVAE: Adversarial Variational Auto Encoder Antoine Plumerault Hervé Le Borgne C´eline Hudelot GAN DRL 29 15 0 21 Dec 2020
Artificial Dummies for Urban Dataset Augmentation Antonín Vobecký David Hurych Michal Uřičář P. Pérez Josef Sivic 3DH 21 15 0 15 Dec 2020
Data InStance Prior (DISP) in Generative Adversarial Networks Puneet Mangla Nupur Kumari M. Singh Balaji Krishnamurthy V. Balasubramanian GAN 16 10 0 08 Dec 2020
Towards Generalized Implementation of Wasserstein Distance in GANs Minkai Xu Zhiming Zhou Guansong Lu Jian Tang Weinan Zhang Yong Yu 18 1 0 07 Dec 2020
Adaptive Weighted Discriminator for Training Generative Adversarial Networks Vasily Zadorozhnyy Q. Cheng Q. Ye GAN 33 10 0 05 Dec 2020
Improved Contrastive Divergence Training of Energy Based Models Yilun Du Shuang Li J. Tenenbaum Igor Mordatch 39 138 0 02 Dec 2020
Convergence and Sample Complexity of SGD in GANs Vasilis Kontonis Sihan Liu Christos Tzamos 18 3 0 01 Dec 2020
Multiclass non-Adversarial Image Synthesis, with Application to Classification from Very Small Sample Itamar Winter D. Weinshall GAN 22 0 0 25 Nov 2020
Mode Penalty Generative Adversarial Network with adapted Auto-encoder Gahye Lee Seungkyu Lee GAN 7 0 0 16 Nov 2020
Towards a Better Global Loss Landscape of GANs Ruoyu Sun Tiantian Fang A. Schwing GAN 35 26 0 10 Nov 2020
MichiGAN: Multi-Input-Conditioned Hair Image Generation for Portrait Editing Zhentao Tan Menglei Chai Dongdong Chen Jing Liao Qi Chu Lu Yuan Sergey Tulyakov Nenghai Yu 37 41 0 30 Oct 2020