Improving Data-aware and Parameter-aware Robustness for Continual Learning

Hanxi Xiao, Fan Lyu

The goal of Continual Learning (CL) task is to continuously learn multiple new tasks sequentially while achieving a balance between the plasticity and stability of new and old know…