DigGAN: Discriminator gradIent Gap Regularization for GAN Training with Limited Data

27 November 2022

Papers citing "DigGAN: Discriminator gradIent Gap Regularization for GAN Training with Limited Data"

9 / 9 papers shown

Title
Style Quantization for Data-Efficient GAN Training Jian Wang Xin Lan Jizhe Zhou Yuxin Tian Jiancheng Lv 34 0 0 31 Mar 2025
$\mathbfΦ$ -GAN: Physics-Inspired GAN for Generating SAR Images Under Limited Data Xidan Zhang Yihan Zhuang Qian Guo Haodong Yang Xuelin Qian Gong Cheng Junwei Han Zhongling Huang GAN AI4CE 45 0 0 04 Mar 2025
CHAIN: Enhancing Generalization in Data-Efficient GANs via lipsCHitz continuity constrAIned Normalization Yao Ni Piotr Koniusz AI4CE GAN 32 1 0 31 Mar 2024
Image Synthesis under Limited Data: A Survey and Taxonomy Mengping Yang Zhe Wang 28 8 0 31 Jul 2023
A Survey on Generative Modeling with Limited Data, Few Shots, and Zero Shot Milad Abdollahzadeh Touba Malekzadeh Christopher T. H. Teo Keshigeyan Chandrasegaran Guimeng Liu Ngai-man Cheung VLM MedIm 35 21 0 26 Jul 2023
Augmentation-Aware Self-Supervision for Data-Efficient GAN Training Liang Hou Qi Cao Yige Yuan Songtao Zhao Chongyang Ma Siyuan Pan Pengfei Wan Xiaoshuang Li Huawei Shen Xueqi Cheng 18 7 0 31 May 2022
Deceive D: Adaptive Pseudo Augmentation for GAN Training with Limited Data Liming Jiang Bo Dai Wayne Wu Chen Change Loy 89 104 0 12 Nov 2021
A Style-Based Generator Architecture for Generative Adversarial Networks Tero Karras S. Laine Timo Aila 279 10,348 0 12 Dec 2018
Image-to-Image Translation with Conditional Adversarial Networks Phillip Isola Jun-Yan Zhu Tinghui Zhou Alexei A. Efros SSeg 212 19,447 0 21 Nov 2016