AnaCP: Toward Upper-Bound Continual Learning via Analytic Contrastive Projection

TL;DR

This paper studies the problem of class-incremental learning (CIL), a core setting within continual learning where a model learns a sequence of tasks, each containing a distinct set of classes…

Opening excerpt from the authors’ abstract. source