OP-SAM turns one labeled polyp image into iterative SAM prompts, reaching 76.93% IoU on Kvasir with no retraining.
Semantically mean- ingful class prototype learning for one-shot image segmenta- tion
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One Polyp Identifies All: One-Shot Polyp Segmentation with SAM via Cascaded Priors and Iterative Prompt Evolution
OP-SAM turns one labeled polyp image into iterative SAM prompts, reaching 76.93% IoU on Kvasir with no retraining.