SAM-IF is an iMTFA-style cosine classifier bolted onto a fine-tuned SAM2 mask generator, and it underperforms iMTFA on COCO 1-shot instance segmentation.
Meta-learning with differentiable convex optimization
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SAM-IF: Leveraging SAM for Incremental Few-Shot Instance Segmentation
SAM-IF is an iMTFA-style cosine classifier bolted onto a fine-tuned SAM2 mask generator, and it underperforms iMTFA on COCO 1-shot instance segmentation.