Towards Diverse Evaluation of Class Incremental Learning: A Representation Learning Perspective

Sungmin Cha, Jihwan Kwak, Dongsub Shim +4

Class incremental learning (CIL) algorithms aim to continually learn new object classes from incrementally arriving data while not forgetting past learned classes. The common evalu…