SAM-DCE: Addressing Token Uniformity and Semantic Over-Smoothing in Medical Segmentation

Yingzhen Hu, Yiheng Zhong, Ruobing Li +5

The Segment Anything Model (SAM) demonstrates impressive zero-shot segmentation ability on natural images but encounters difficulties in medical imaging due to domain shifts, anato…