Model Inversion with Layer-Specific Modeling and Alignment for Data-Free Continual Learning

Ruilin Tong, Haodong Lu, Yuhang Liu +1

Continual learning (CL) aims to incrementally train a model on a sequence of tasks while retaining performance on prior ones. However, storing and replaying data is often infeasibl…