CORE: Mitigating Catastrophic Forgetting in Continual Learning through Cognitive Replay

Jianshu Zhang, Yankai Fu, Ziheng Peng +2

This paper introduces a novel perspective to significantly mitigate catastrophic forgetting in continuous learning (CL), which emphasizes models' capacity to preserve existing know…