Jin-Ping Tang

CLIP-guided structure-semantic collaborative adversarial erasure for weakly supervised semantic segmentation

Adversarial erasing (AE) is commonly used to expand class activation maps (CAM) in Weakly Supervised Semantic Segmentation (WSSS), but existing AE methods struggle with semantic drift, background over-activation, and boundary blur due to limited structural awareness. We propose a CAM optimization method that combines c...