Chao Ye

Single-Step Support Set Mining for Realistic Few-Shot Image Classification

2024

Traditional few-shot learning (FSL) methods, often based on N-way K-shot classification, typically assume access to a large amount of labelled base classes and a class-balanced support set, which are not always feasible in real-world applications. …