Jingyuan Fang

Spatial Frequency-Aware Self-Distillation for Weakly-Supervised Semantic Segmentation

Weakly-supervised semantic segmentation (WSSS) aims to achieve pixel-level classification under image-level supervision. Recent class activation map (CAM)-based methods seek to expand foreground activation while suppressing background. However, they often overlook the uncertainty of CAM, where non-s…