Forgetting of task-specific knowledge in model merging-based continual learning

Timm Hess, Gido M van de Ven, Tinne Tuytelaars

This paper investigates the linear merging of models in the context of continual learning (CL). Using controlled visual cues in computer vision experiments, we demonstrate that mer…