RobustMedSAM: Degradation-Resilient Medical Image Segmentation via Robust Foundation Model Adaptation
arXiv:2604.09814v1 Announce Type: new
Abstract: Medical image segmentation models built on Segment Anything Model (SAM) achieve strong performance on clean benchmarks, yet their reliability often degrades under realistic image corruptions such as nois…