PKI: Prior Knowledge-Infused Neural Network for Few-Shot Class-Incremental Learning

Kexin Baoa, Fanzhao Lin, Zichen Wang +3

Few-shot class-incremental learning (FSCIL) aims to continually adapt a model on a limited number of new-class examples, facing two well-known challenges: catastrophic forgetting a…