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TAVP: Task-Adaptive Visual Prompt for Cross-domain Few-shot Segmentation

TAVP: Task-Adaptive Visual Prompt for Cross-domain Few-shot Segmentation

Under the backdrop of large-scale pre-training, large visual models (LVM) have demonstrated significant potential in image understanding. The recent emergence of the Segment Anything Model (SAM) has brought a qualitative shift in the field of image segmentation, supporting flexible interactive cues and strong learning capabilities. However, its performance often falls …