PVBF: A Framework for Mitigating Parameter Variation Imbalance in Online Continual Learning

Zelin Tao, Hao Deng, Mingqing Liu +2

Online continual learning (OCL), which enables AI systems to adaptively learn from non-stationary data streams, is commonly achieved using experience replay (ER)-based methods that…