Efficient Continual Learning through Frequency Decomposition and Integration

Ruiqi Liu, Boyu Diao, Libo Huang +4

Continual learning (CL) aims to learn new tasks while retaining past knowledge, addressing the challenge of forgetting during task adaptation. Rehearsal-based methods, which replay…