SAM-Mamba couples a Mamba-based prior with a frozen SAM encoder and adapter fine-tuning to achieve state-of-the-art polyp segmentation and cross-dataset zero-shot generalization.
Wm-dova maps for accurate polyp highlighting in colonoscopy: Validation vs
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SAM-Mamba: Mamba Guided SAM Architecture for Generalized Zero-Shot Polyp Segmentation
SAM-Mamba couples a Mamba-based prior with a frozen SAM encoder and adapter fine-tuning to achieve state-of-the-art polyp segmentation and cross-dataset zero-shot generalization.