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
Generative Adversarial Networks (GANs): An Overview of Theoretical Model, Evaluation Metrics, and Recent Developments Pegah Salehi A. Chalechale M. Taghizadeh EGVM 18 39 0 27 May 2020
Non-cooperative Multi-agent Systems with Exploring Agents Jalal Etesami C. Straehle 14 4 0 25 May 2020
Generative Adversarial Networks (GANs Survey): Challenges, Solutions, and Future Directions Divya Saxena Jiannong Cao AAML AI4CE 26 286 0 30 Apr 2020
Physarum Powered Differentiable Linear Programming Layers and Applications Zihang Meng Sathya Ravi Vikas Singh 23 5 0 30 Apr 2020
Decomposed Adversarial Learned Inference Alexander Hanbo Li Yaqing Wang Changyou Chen Jing Gao DRL 11 4 0 21 Apr 2020
A Game Theoretic Framework for Model Based Reinforcement Learning Aravind Rajeswaran Igor Mordatch Vikash Kumar OffRL 6 126 0 16 Apr 2020
Rational neural networks Nicolas Boullé Y. Nakatsukasa Alex Townsend 12 79 0 04 Apr 2020
Learning Generative Models of Tissue Organization with Supervised GANs Ligong Han R. Murphy Deva Ramanan GAN MedIm 18 19 0 31 Mar 2020
Image Generation Via Minimizing Fréchet Distance in Discriminator Feature Space Khoa D. Doan Saurav Manchanda Fengjiao Wang S. Keerthi Avradeep Bhowmik Chandan K. Reddy 10 6 0 26 Mar 2020
Probabilistic Dual Network Architecture Search on Graphs Yiren Zhao Duo Wang Xitong Gao Robert D. Mullins Pietro Lió M. Jamnik GNN AI4CE 51 27 0 21 Mar 2020
Your GAN is Secretly an Energy-based Model and You Should use Discriminator Driven Latent Sampling Tong Che Ruixiang Zhang Jascha Narain Sohl-Dickstein Hugo Larochelle Liam Paull Yuan Cao Yoshua Bengio DiffM DRL 22 111 0 12 Mar 2020
Watch your Up-Convolution: CNN Based Generative Deep Neural Networks are Failing to Reproduce Spectral Distributions Ricard Durall M. Keuper J. Keuper 12 326 0 03 Mar 2020
Composing Normalizing Flows for Inverse Problems Jay Whang Erik M. Lindgren A. Dimakis TPM 26 50 0 26 Feb 2020
xAI-GAN: Enhancing Generative Adversarial Networks via Explainable AI Systems Vineel Nagisetty Laura Graves Joseph Scott Vijay Ganesh GAN DRL 16 27 0 24 Feb 2020
When Relation Networks meet GANs: Relation GANs with Triplet Loss Runmin Wu Kunyao Zhang Lijun Wang Yue Wang Pingping Zhang Huchuan Lu Yizhou Yu GAN 8 0 0 24 Feb 2020
A Novel Framework for Selection of GANs for an Application Tanya Motwani Manojkumar Somabhai Parmar 19 8 0 20 Feb 2020
Top-k Training of GANs: Improving GAN Performance by Throwing Away Bad Samples Samarth Sinha Zhengli Zhao Anirudh Goyal Colin Raffel Augustus Odena 27 7 0 14 Feb 2020
Improved Consistency Regularization for GANs Zhengli Zhao Sameer Singh Honglak Lee Zizhao Zhang Augustus Odena Han Zhang 32 153 0 11 Feb 2020
Imperfect ImaGANation: Implications of GANs Exacerbating Biases on Facial Data Augmentation and Snapchat Selfie Lenses Niharika Jain Alberto Olmo Hernandez Sailik Sengupta L. Manikonda S. Kambhampati 47 38 0 26 Jan 2020
CorGAN: Correlation-Capturing Convolutional Generative Adversarial Networks for Generating Synthetic Healthcare Records A. Torfi Edward A. Fox SyDa 17 58 0 25 Jan 2020
Optimizing Generative Adversarial Networks for Image Super Resolution via Latent Space Regularization Shengzhou Zhong Shi-Yi Zhou GAN 13 2 0 22 Jan 2020
A Review on Generative Adversarial Networks: Algorithms, Theory, and Applications Jie Gui Zhenan Sun Yonggang Wen Dacheng Tao Jieping Ye EGVM 26 818 0 20 Jan 2020
microbatchGAN: Stimulating Diversity with Multi-Adversarial Discrimination Gonçalo Mordido Haojin Yang Christoph Meinel 13 22 0 10 Jan 2020
Learning Generative Models using Denoising Density Estimators Siavash Bigdeli Geng Lin Tiziano Portenier L. A. Dunbar Matthias Zwicker DiffM 26 16 0 08 Jan 2020
Algorithm Unrolling: Interpretable, Efficient Deep Learning for Signal and Image Processing V. Monga Yuelong Li Yonina C. Eldar 31 999 0 22 Dec 2019
Adversarial symmetric GANs: bridging adversarial samples and adversarial networks Faqiang Liu M. Xu Guoqi Li Jing Pei Luping Shi R. Zhao AAML GAN 21 11 0 20 Dec 2019
Facial Synthesis from Visual Attributes via Sketch using Multi-Scale Generators Xing Di Vishal M. Patel GAN CVBM 27 15 0 17 Dec 2019
LOGAN: Latent Optimisation for Generative Adversarial Networks Yongpeng Wu Jeff Donahue David Balduzzi Karen Simonyan Timothy Lillicrap GAN 10 88 0 02 Dec 2019
Adaptive Divergence for Rapid Adversarial Optimization M. Borisyak T. Gaintseva Andrey Ustyuzhanin 11 0 0 01 Dec 2019
Self-supervised GAN: Analysis and Improvement with Multi-class Minimax Game Ngoc-Trung Tran Viet-Hung Tran Ngoc-Bao Nguyen Linxiao Yang Ngai-man Cheung SSL GAN 20 60 0 16 Nov 2019
Human Annotations Improve GAN Performances Juanyong Duan S. Ong Qi Zhao 29 0 0 15 Nov 2019
Improved BiGAN training with marginal likelihood equalization Pablo Sánchez-Martín Pablo Martínez Olmos Fernando Perez-Cruz GAN 21 2 0 04 Nov 2019
Poincaré Recurrence, Cycles and Spurious Equilibria in Gradient-Descent-Ascent for Non-Convex Non-Concave Zero-Sum Games Lampros Flokas Emmanouil-Vasileios Vlatakis-Gkaragkounis Georgios Piliouras MLT 22 41 0 28 Oct 2019
Differentiable Convex Optimization Layers Akshay Agrawal Brandon Amos Shane T. Barratt Stephen P. Boyd Steven Diamond Zico Kolter 31 638 0 28 Oct 2019
Exploiting GAN Internal Capacity for High-Quality Reconstruction of Natural Images Marco Pividori G. Grinblat Lucas C. Uzal GAN 17 3 0 26 Oct 2019
A study of semi-supervised speaker diarization system using gan mixture model Monisankha Pal Manoj Kumar Raghuveer Peri Shrikanth Narayanan 11 5 0 24 Oct 2019
Discriminator optimal transport A. Tanaka OT 21 54 0 15 Oct 2019
Prescribed Generative Adversarial Networks Adji Bousso Dieng Francisco J. R. Ruiz David M. Blei Michalis K. Titsias GAN DRL 21 61 0 09 Oct 2019
Stabilizing Generative Adversarial Networks: A Survey Maciej Wiatrak Stefano V. Albrecht A. Nystrom GAN 29 83 0 30 Sep 2019
Understanding and Stabilizing GANs' Training Dynamics with Control Theory Kun Xu Chongxuan Li Jun Zhu Bo Zhang GAN 44 10 0 29 Sep 2019
The Differentiable Cross-Entropy Method Brandon Amos Denis Yarats 29 54 0 27 Sep 2019
Interactive Sketch & Fill: Multiclass Sketch-to-Image Translation Arna Ghosh Richard Y. Zhang P. Dokania Oliver Wang Alexei A. Efros Philip H. S. Torr Eli Shechtman VLM DiffM 19 130 0 24 Sep 2019
Virtual Thin Slice: 3D Conditional GAN-based Super-resolution for CT Slice Interval Akira Kudo Yoshiro Kitamura Yuanzhong Li S. Iizuka E. Simo-Serra 3DPC MedIm 8 35 0 30 Aug 2019
Sparse Generative Adversarial Network Shahin Mahdizadehaghdam Ashkan Panahi Hamid Krim GAN 22 32 0 20 Aug 2019
GAN-Tree: An Incrementally Learned Hierarchical Generative Framework for Multi-Modal Data Distributions Jogendra Nath Kundu Maharshi Gor Dakshit Agrawal R. Venkatesh Babu GAN 22 11 0 11 Aug 2019
ChromaGAN: Adversarial Picture Colorization with Semantic Class Distribution Patricia Vitoria Lara Raad C. Ballester GAN 16 175 0 23 Jul 2019
Competing Against Equilibria in Zero-Sum Games with Evolving Payoffs Adrian Rivera Cardoso Jacob D. Abernethy He Wang Huan Xu 13 7 0 17 Jul 2019
Learning a Domain-Invariant Embedding for Unsupervised Domain Adaptation Using Class-Conditioned Distribution Alignment Alex Gabourie Mohammad Rostami Phillip E. Pope Soheil Kolouri Kyungnam Kim OOD 16 22 0 04 Jul 2019
SetGAN: Improving the stability and diversity of generative models through a permutation invariant architecture Alessandro Ferrero Shireen Elhabian Ross T. Whitaker GAN 13 0 0 28 Jun 2019
Inspirational Adversarial Image Generation Baptiste Rozière M. Rivière O. Teytaud Jérémy Rapin Yann LeCun Camille Couprie 12 24 0 17 Jun 2019