DifferSeg introduces learnable differential operators for modality fusion and cross-frequency decoder interactions, claiming superior performance over 67 prior methods on 29 datasets across 18 tasks.
Tp-seg: Task- prototype framework for unified medical lesion segmentation,
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DifferSeg: Towards Diverse Multimodal Binary Segmentation via Differential Perception and Frequency Guidance
DifferSeg introduces learnable differential operators for modality fusion and cross-frequency decoder interactions, claiming superior performance over 67 prior methods on 29 datasets across 18 tasks.