2025
Divide and Orthogonalize: Efficient Continual Learning with Local Model Space Projection
UAI 2025
Continual learning (CL) has gained increasing interest in recent years due to the need for models that can continuously learn new tasks while retaining knowledge from previous ones. However, existing CL methods often require either computationally expensive layer-wise gradient projections or large-s