Harnessing Neural Unit Dynamics for Effective and Scalable Class-Incremental Learning

Depeng Li, Tianqi Wang, Junwei Chen +2

Class-incremental learning (CIL) aims to train a model to learn new classes from non-stationary data streams without forgetting old ones. In this paper, we propose a new kind of co…