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Training Generative Adversarial Networks with Limited Data

Neural Information Processing Systems (NeurIPS), 2025

11 June 2020

Papers citing "Training Generative Adversarial Networks with Limited Data"

50 / 1,088 papers shown

Title
A Good Image Generator Is What You Need for High-Resolution Video Synthesis Yu Tian Jian Ren Menglei Chai Kyle Olszewski Xi Peng Dimitris N. Metaxas Sergey Tulyakov VGen 164 193 0 30 Apr 2021
Ensembling with Deep Generative Views Lucy Chai Jun-Yan Zhu Eli Shechtman Phillip Isola Richard Y. Zhang GAN 118 72 0 29 Apr 2021
A Hierarchical Transformation-Discriminating Generative Model for Few Shot Anomaly Detection Shelly Sheynin Sagie Benaim Lior Wolf 115 88 0 29 Apr 2021
MineGAN++: Mining Generative Models for Efficient Knowledge Transfer to Limited Data Domains Yaxing Wang Abel Gonzalez-Garcia Chenshen Wu Luis Herranz Fahad Shahbaz Khan Shangling Jui Joost van de Weijer 87 6 0 28 Apr 2021
On Aliased Resizing and Surprising Subtleties in GAN Evaluation Gaurav Parmar Richard Y. Zhang Jun-Yan Zhu EGVM 235 82 0 22 Apr 2021
Robust Learning Meets Generative Models: Can Proxy Distributions Improve Adversarial Robustness? Vikash Sehwag Saeed Mahloujifar Tinashe Handina Sihui Dai Chong Xiang M. Chiang Prateek Mittal OOD 170 135 0 19 Apr 2021
Aligning Latent and Image Spaces to Connect the Unconnectable Ivan Skorokhodov Grigorii Sotnikov Mohamed Elhoseiny DiffM 94 85 0 14 Apr 2021
Few-shot Image Generation via Cross-domain Correspondence Utkarsh Ojha Yijun Li Jingwan Lu Alexei A. Efros Yong Jae Lee Eli Shechtman Richard Y. Zhang 180 277 0 13 Apr 2021
Semantic Segmentation with Generative Models: Semi-Supervised Learning and Strong Out-of-Domain Generalization Daiqing Li Junlin Yang Karsten Kreis Antonio Torralba Sanja Fidler GAN MedIm 133 201 0 12 Apr 2021
CoPE: Conditional image generation using Polynomial Expansions Grigorios G. Chrysos Markos Georgopoulos Yannis Panagakis DiffM 90 12 0 11 Apr 2021
MobileStyleGAN: A Lightweight Convolutional Neural Network for High-Fidelity Image Synthesis Sergei Belousov GAN 118 22 0 10 Apr 2021
Regularizing Generative Adversarial Networks under Limited DataComputer Vision and Pattern Recognition (CVPR), 2025 Hung-Yu Tseng Lu Jiang Ce Liu Ming-Hsuan Yang Weilong Yang GAN 158 151 0 07 Apr 2021
Distilling and Transferring Knowledge via cGAN-generated Samples for Image Classification and Regression Xin Ding Z. J. Wang Zuheng Xu Z. Jane Wang William J. Welch 213 23 0 07 Apr 2021
ReStyle: A Residual-Based StyleGAN Encoder via Iterative Refinement Yuval Alaluf Or Patashnik Daniel Cohen-Or 289 356 0 06 Apr 2021
Generalization of GANs and overparameterized models under Lipschitz continuity Khoat Than Nghia D. Vu AI4CE 126 2 0 06 Apr 2021
Partition-Guided GANs Mohammadreza Armandpour A. Sadeghian Chunyuan Li Mingyuan Zhou GAN 167 20 0 02 Apr 2021
Semi-supervised Synthesis of High-Resolution Editable Textures for 3D Humans Bindita Chaudhuri N. Sarafianos Linda G. Shapiro Tony Tung 3DH 70 27 0 31 Mar 2021
StyleCLIP: Text-Driven Manipulation of StyleGAN Imagery Or Patashnik Zongze Wu Eli Shechtman Daniel Cohen-Or Dani Lischinski CLIP VLM 312 1,279 0 31 Mar 2021
A Closer Look at Fourier Spectrum Discrepancies for CNN-generated Images Detection Keshigeyan Chandrasegaran Ngoc-Trung Tran Ngai-Man Cheung 140 87 0 31 Mar 2021
ArtFlow: Unbiased Image Style Transfer via Reversible Neural Flows Jie An Siyu Huang Yibing Song Dejing Dou Wei Liu Jiebo Luo 166 214 0 31 Mar 2021
ReMix: Towards Image-to-Image Translation with Limited Data Jie Cao Luanxuan Hou Ming-Hsuan Yang Ran He Zhenan Sun 122 24 0 31 Mar 2021
Multi-Class Multi-Instance Count Conditioned Adversarial Image Generation Amrutha Saseendran Kathrin Skubch Margret Keuper VLM GAN 53 2 0 31 Mar 2021
Photoacoustic image synthesis with generative adversarial networks Melanie Schellenberg J. Gröhl Kris K. Dreher Jan-Hinrich Nolke Niklas Holzwarth M. Tizabi A. Seitel Lena Maier-Hein GAN MedIm 173 19 0 29 Mar 2021
Labels4Free: Unsupervised Segmentation using StyleGAN Rameen Abdal Peihao Zhu Niloy Mitra Peter Wonka 147 84 0 27 Mar 2021
Generating Novel Scene Compositions from Single Images and Videos V. Sushko Dan Zhang Juergen Gall Anna Khoreva GAN 148 16 0 24 Mar 2021
Evaluating Post-Training Compression in GANs using Locality-Sensitive Hashing Gonçalo Mordido Haojin Yang Christoph Meinel 94 2 0 22 Mar 2021
Exploring The Effect of High-frequency Components in GANs Training Ziqiang Li Pengfei Xia Xue Rui Bin Li GAN 121 22 0 20 Mar 2021
Paint by Word A. Andonian David Bau Audrey Cui YeonHwan Park Ali Jahanian Antonio Torralba A. Oliva DiffM 164 129 0 19 Mar 2021
Training GANs with Stronger Augmentations via Contrastive Discriminator Jongheon Jeong Jinwoo Shin 127 66 0 17 Mar 2021
CreativeGAN: Editing Generative Adversarial Networks for Creative Design Synthesis Amin Heyrani Nobari Muhammad Fathy Rashad Faez Ahmed GAN AI4CE 111 51 0 10 Mar 2021
Deep Generative Modelling: A Comparative Review of VAEs, GANs, Normalizing Flows, Energy-Based and Autoregressive Models Sam Bond-Taylor Adam Leach Yang Long Chris G. Willcocks VLM TPM 439 562 0 08 Mar 2021
Consistency Regularization for Adversarial Robustness Jihoon Tack Sihyun Yu Jongheon Jeong Minseon Kim Sung Ju Hwang Jinwoo Shin AAML 152 65 0 08 Mar 2021
Anycost GANs for Interactive Image Synthesis and Editing Ji Lin Richard Y. Zhang F. Ganz Song Han Jun-Yan Zhu 175 90 0 04 Mar 2021
Defending Medical Image Diagnostics against Privacy Attacks using Generative Methods William Paul Yinzhi Cao Miaomiao Zhang Philippe Burlina AAML MedIm 129 15 0 04 Mar 2021
MOGAN: Morphologic-structure-aware Generative Learning from a Single Image Jinshu Chen Qihui Xu Q. Kang Mengchu Zhou GAN 141 17 0 04 Mar 2021
ICAM-reg: Interpretable Classification and Regression with Feature Attribution for Mapping Neurological Phenotypes in Individual Scans Cher Bass Mariana da Silva Carole Sudre Logan Z. J. Williams Petru-Daniel Tudosiu F. Alfaro-Almagro S. Fitzgibbon M. Glasser Stephen M. Smith E. C. Robinson 97 31 0 03 Mar 2021
Data-Efficient GAN Training Beyond (Just) Augmentations: A Lottery Ticket Perspective Tianlong Chen Yu Cheng Zhe Gan Jingjing Liu Zhangyang Wang 147 54 0 28 Feb 2021
How Faithful is your Synthetic Data? Sample-level Metrics for Evaluating and Auditing Generative Models Ahmed Alaa B. V. Breugel Evgeny S. Saveliev M. Schaar 175 217 0 17 Feb 2021
Dataset Condensation with Differentiable Siamese Augmentation Bo Zhao Hakan Bilen DD 375 333 0 16 Feb 2021
TransGAN: Two Pure Transformers Can Make One Strong GAN, and That Can Scale Up Lezhi Li Shiyu Chang Zhangyang Wang ViT 306 417 0 14 Feb 2021
Efficient Conditional GAN Transfer with Knowledge Propagation across Classes Mohamad Shahbazi Zhiwu Huang D. Paudel Ajad Chhatkuli Luc Van Gool 106 29 0 12 Feb 2021
SWAGAN: A Style-based Wavelet-driven Generative Model Rinon Gal Dana Cohen Amit H. Bermano Daniel Cohen-Or GAN 115 41 0 11 Feb 2021
Functional Space Analysis of Local GAN Convergence Valentin Khrulkov Artem Babenko Ivan Oseledets 71 6 0 08 Feb 2021
CharacterGAN: Few-Shot Keypoint Character Animation and Reposing Tobias Hinz Matthew Fisher Oliver Wang Eli Shechtman S. Wermter 3DH DiffM 131 16 0 05 Feb 2021
Designing an Encoder for StyleGAN Image Manipulation Omer Tov Yuval Alaluf Yotam Nitzan Or Patashnik Daniel Cohen-Or 496 822 0 04 Feb 2021
PConv: Simple yet Effective Convolutional Layer for Generative Adversarial Network Seung Park Yoon-Jae Yeo Y. Shin 88 24 0 19 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 260 13 0 19 Jan 2021
GAN Inversion: A Survey Weihao Xia Yulun Zhang Yujiu Yang Jing-Hao Xue Bolei Zhou Ming-Hsuan Yang DiffM 455 552 0 14 Jan 2021
Towards Faster and Stabilized GAN Training for High-fidelity Few-shot Image Synthesis Bingchen Liu Yizhe Zhu Kunpeng Song Ahmed Elgammal 304 252 0 12 Jan 2021
GAN-Control: Explicitly Controllable GANs Alon Shoshan Nadav Bhonker Igor Kviatkovsky Gérard Medioni CVBM 304 140 0 07 Jan 2021