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cs.CV2025
Diffusion-Guided Knowledge Distillation for Weakly-Supervised Low-Light Semantic Segmentation
Chunyan Wang, Dong Zhang, Jinhui Tang
Weakly-supervised semantic segmentation aims to assign category labels to each pixel using weak annotations, significantly reducing manual annotation costs. Although existing metho…
cs.CV2023
Boosting Weakly-Supervised Image Segmentation via Representation, Transform, and Compensator
Chunyan Wang, Dong Zhang, Rui Yan
Weakly-supervised image segmentation (WSIS) is a critical task in computer vision that relies on image-level class labels. Multi-stage training procedures have been widely used in…