Catastrophic Forgetting in Kolmogorov-Arnold Networks

Mohammad Marufur Rahman, Guanchu Wang, Kaixiong Zhou +2

Catastrophic forgetting is a longstanding challenge in continual learning, where models lose knowledge from earlier tasks when learning new ones. While various mitigation strategie…