Chunjin Ye

A Density-driven Iterative Prototype Optimization for Transductive Few-shot Learning

Few-shot learning (FSL) poses a considerable challenge since it aims to improve the model generalization ability with limited labeled data. Previous works usually attempt to construct class-specific prototypes and then predict novel classes using these prototypes. However, the feature distribution r…