LoRA Subtraction for Drift-Resistant Space in Exemplar-Free Continual Learning

Xuan Liu, Xiaobin Chang

In continual learning (CL), catastrophic forgetting often arises due to feature drift. This challenge is particularly prominent in the exemplar-free continual learning (EFCL) setti…