Benchmarking Continual Learning from Cognitive Perspectives

Xiaoqian Liu, Junge Zhang, Mingyi Zhang +1

Continual learning addresses the problem of continuously acquiring and transferring knowledge without catastrophic forgetting of old concepts. While humans achieve continual learni…