Generalization Error of GAN from the Discriminator's Perspective

8 July 2021

Papers citing "Generalization Error of GAN from the Discriminator's Perspective"

10 / 10 papers shown

Title
On the Generalization Properties of Diffusion Models Puheng Li Zhong Li Huishuai Zhang Jiang Bian 64 29 0 13 Mar 2025
Early Stopping Criteria for Training Generative Adversarial Networks in Biomedical Imaging Muhammad Muneeb Saad M. H. Rehmani Ruairi O'Reilly 24 1 0 31 May 2024
On the Stability of Iterative Retraining of Generative Models on their own Data Quentin Bertrand A. Bose Alexandre Duplessis Marco Jiralerspong Gauthier Gidel 22 43 0 30 Sep 2023
PUGAN: Physical Model-Guided Underwater Image Enhancement Using GAN with Dual-Discriminators Runmin Cong Wenyu Yang Wei Zhang Chongyi Li Chunle Guo Qingming Huang Sam Kwong DiffM GAN 25 104 0 15 Jun 2023
A Mathematical Framework for Learning Probability Distributions Hongkang Yang 16 7 0 22 Dec 2022
Adaptive adversarial training method for improving multi-scale GAN based on generalization bound theory Jin-Lin Tang B. Tao Zeyu Gong Zhoupin Yin AI4CE 18 1 0 30 Nov 2022
Reducing Training Sample Memorization in GANs by Training with Memorization Rejection Andrew Bai Cho-Jui Hsieh Wendy Kan Hsuan-Tien Lin GAN 21 5 0 21 Oct 2022
A Neural Tangent Kernel Perspective of GANs Jean-Yves Franceschi Emmanuel de Bézenac Ibrahim Ayed Mickaël Chen Sylvain Lamprier Patrick Gallinari 29 26 0 10 Jun 2021
A Class of Dimension-free Metrics for the Convergence of Empirical Measures Jiequn Han Ruimeng Hu Jihao Long 21 3 0 24 Apr 2021
A Style-Based Generator Architecture for Generative Adversarial Networks Tero Karras S. Laine Timo Aila 262 10,344 0 12 Dec 2018