Hyperbolic Prototype Routing for Rehearsal-Free Class-Incremental Learning

HongWei Zhao, Rui Liu, Yong Chen

Class-Incremental Learning (CIL) aims to continually learn new classes while preserving prior knowledge. Parameter-efficient fine-tuning with pre-trained models enables CIL with mi…