@article{samdceaddressingtokenuniformityandsemant, title = {SAM-DCE: Addressing Token Uniformity and Semantic Over-Smoothing in Medical Segmentation}, author = {Yingzhen Hu and Yiheng Zhong and Ruobing Li and Yingxue Su and Jiabao An and Feilong Tang and Jionglong Su and Imran Razzak}, year = {2025}, eprint = {2509.16886}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2509.16886}, }