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arXiv cs.CV · Papers

Prototypical Few-Shot Medical Image Semantic Segmentation with Background Fusion

arXiv:2412.02983v2 Announce Type: replace Abstract: Few-shot Semantic Segmentation (FSS) aims to adapt a pre-trained model to new classes with as few as a single labeled training sample per class. The existing prototypical work used in natural image scenarios biasedly focus on capturing foreground's discrimination whil