Continual Learning with Weight Interpolation

Jędrzej Kozal, Jan Wasilewski, Bartosz Krawczyk +1

Continual learning poses a fundamental challenge for modern machine learning systems, requiring models to adapt to new tasks while retaining knowledge from previous ones. Addressin…