Abstract: Given the hurdles of limited data availability, annotation challenges, and constrained generalization capabilities in medical image segmentation, few-shot learning (FSL) has become a ...

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Abstract: Image-text matching is a fundamental task in bridging the semantics between vision and language. The key challenge lies in establishing accurate alignment between two heterogeneous ...