Few-Shot Medical Image Segmentation with High-Fidelity Prototypes

Song Tang, Shaxu Yan, Xiaozhi Qi +4

Few-shot Semantic Segmentation (FSS) aims to adapt a pretrained model to new classes with as few as a single labelled training sample per class. Despite the prototype based approac…