Out-of-distribution forgetting: vulnerability of continual learning to intra-class distribution shift

Liangxuan Guo, Yang Chen, Shan Yu

Continual learning (CL) is an important technique to allow artificial neural networks to work in open environments. CL enables a system to learn new tasks without severe interferen…