Mimicry: Towards the Reproducibility of GAN Research

5 May 2020

Papers citing "Mimicry: Towards the Reproducibility of GAN Research"

19 / 19 papers shown

Title
ParaGAN: A Scalable Distributed Training Framework for Generative Adversarial Networks Ziji Shi Jialin Li Yang You 88 1 0 06 Nov 2024
Learning Probabilistic Models from Generator Latent Spaces with Hat EBM Mitch Hill Erik Nijkamp Jonathan Mitchell Bo Pang Song-Chun Zhu 558 12 0 29 Oct 2022
medigan: a Python library of pretrained generative models for medical image synthesis Richard Osuala Grzegorz Skorupko Noussair Lazrak Lidia Garrucho E. García ... Michael Rutherford Fred Prior Kaisar Kushibar Oliver Díaz Karim Lekadir LM&MA MedIm 107 24 0 28 Sep 2022
Explicit Use of Fourier Spectrum in Generative Adversarial Networks Soroush Sheikh Gargar GAN OOD 90 1 0 02 Aug 2022
StudioGAN: A Taxonomy and Benchmark of GANs for Image Synthesis Minguk Kang Joonghyuk Shin Jaesik Park EGVM 168 80 0 19 Jun 2022
EBM Life Cycle: MCMC Strategies for Synthesis, Defense, and Density Modeling Mitch Hill Jonathan Mitchell Chu Chen Yuan Du M. Shah Song-Chun Zhu 89 0 0 24 May 2022
Investigating Shifts in GAN Output-Distributions Ricard Durall J. Keuper OOD GAN 77 0 0 28 Dec 2021
Representing 3D Shapes with Probabilistic Directed Distance Fields Tristan Aumentado-Armstrong Stavros Tsogkas Sven J. Dickinson Allan D. Jepson 84 24 0 10 Dec 2021
Closed-Loop Data Transcription to an LDR via Minimaxing Rate Reduction Xili Dai Shengbang Tong Mingyang Li Ziyang Wu Michael Psenka ... Pengyuan Zhai Yaodong Yu Xiaojun Yuan Harry Shum Yi-An Ma 124 32 0 12 Nov 2021
GraN-GAN: Piecewise Gradient Normalization for Generative Adversarial Networks Vineeth S. Bhaskara Tristan Aumentado-Armstrong Allan D. Jepson Alex Levinshtein GAN 108 5 0 04 Nov 2021
F-Drop&Match: GANs with a Dead Zone in the High-Frequency Domain Shin'ya Yamaguchi Sekitoshi Kanai 105 4 0 04 Jun 2021
Self-Diagnosing GAN: Diagnosing Underrepresented Samples in Generative Adversarial Networks J. Lee Haeri Kim Youngkyu Hong Hye Won Chung 151 23 0 24 Feb 2021
Slimmable Generative Adversarial Networks Liang Hou Zehuan Yuan Lei Huang Huawei Shen Xueqi Cheng Changhu Wang GAN AI4CE 135 42 0 10 Dec 2020
SSD-GAN: Measuring the Realness in the Spatial and Spectral Domains Yuanqi Chen Ge Li Cece Jin Shan Liu Thomas H. Li 146 55 0 10 Dec 2020
Multiclass non-Adversarial Image Synthesis, with Application to Classification from Very Small Sample Itamar Winter D. Weinshall GAN 83 0 0 25 Nov 2020
Cycle-Consistent Generative Rendering for 2D-3D Modality Translation Tristan Aumentado-Armstrong Alex Levinshtein Stavros Tsogkas Konstantinos G. Derpanis Allan D. Jepson 78 8 0 16 Nov 2020
Neural Function Modules with Sparse Arguments: A Dynamic Approach to Integrating Information across LayersInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2025 Alex Lamb Anirudh Goyal A. Slowik Michael C. Mozer Philippe Beaudoin Yoshua Bengio 103 3 0 15 Oct 2020
Generative Model without Prior Distribution Matching Cong Geng Jia Wang Lixing Chen Zhiyong Gao GAN 530 1 0 23 Sep 2020
InfoMax-GAN: Improved Adversarial Image Generation via Information Maximization and Contrastive Learning Kwot Sin Lee Ngoc-Trung Tran Ngai-Man Cheung GAN 242 70 0 09 Jul 2020