Fenglei Xu

Constructing Sample-to-Class Graph for Few-Shot Class-Incremental Learning

2023 · arXiv (Cornell University)

Few-shot class-incremental learning (FSCIL) aims to build machine learning model that can continually learn new concepts from a few data samples, without forgetting knowledge of old classes. The challenges of FSCIL lies in the limited …