Provable and Efficient Continual Representation Learning

Yingcong Li, Mingchen Li, M. Salman Asif +1

In continual learning (CL), the goal is to design models that can learn a sequence of tasks without catastrophic forgetting. While there is a rich set of techniques for CL, relativ…