2 papers
cs.LG2025
Ignition Phase : Standard Training for Fast Adversarial Robustness
Wang Yu-Hang, Liu ying, Fang liang +6
Adversarial Training (AT) is a cornerstone defense, but many variants overlook foundational feature representations by primarily focusing on stronger attack generation. We introduc…
cs.CV2019
ClsGAN: Selective Attribute Editing Model Based On Classification Adversarial Network
Liu Ying, Heng Fan, Fuchuan Ni +1
Attribution editing has achieved remarkable progress in recent years owing to the encoder-decoder structure and generative adversarial network (GAN). However, it remains challengin…