Weili Jiang

Gate to the Vessel: Residual Experts Restore What SAM Overlooks

Foundation segmentation models like Segment Anything (SAM) exhibit strong generalization on natural images but struggle with localized failures in medical imaging, especially on fine-grained structures such as vessels with complex morphology and indistinct boundaries. To address this, we propose Fin…