BECAME: BayEsian Continual Learning with Adaptive Model MErging

Mei Li, Yuxiang Lu, Qinyan Dai +3

Continual Learning (CL) strives to learn incrementally across tasks while mitigating catastrophic forgetting. A key challenge in CL is balancing stability (retaining prior knowledg…