AI RESEARCH
BALD-SAM: Disagreement-based Active Prompting in Interactive Segmentation
arXiv CS.AI
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ArXi:2603.10828v1 Announce Type: cross The Segment Anything Model (SAM) has revolutionized interactive segmentation through spatial prompting. While existing work primarily focuses on automating prompts in various settings, real-world annotation workflows involve iterative refinement where annotators observe model outputs and strategically place prompts to resolve ambiguities. Current pipelines typically rely on the annotator's visual assessment of the predicted mask quality.