BriefGPT.xyz
Dec, 2021
通向通用 GAN 图像检测
Towards Universal GAN Image Detection
HTML
PDF
Davide Cozzolino, Diego Gragnaniello, Giovanni Poggi, Luisa Verdoliva
TL;DR
提出了一种基于对比学习范式和有限子采样架构的GAN图像检测器,可以提供好的通用性和抗干扰能力,能在具有挑战性的条件下保证良好的泛化能力。
Abstract
The ever higher quality and wide diffusion of fake images have spawn a quest for reliable
forensic tools
. Many GAN image detectors have been proposed, recently. In real world scenarios, however, most of them show limited
→