Stable Routing for Mixture-of-Experts in Class-Incremental Learning

Zirui Guo, Quan Cheng, Da-Wei Zhou +1

Class-incremental learning (CIL) requires models to learn new classes sequentially while preserving prior knowledge. Recently, approaches that combine pre-trained models with mixtu…