Continual Learning Based on OOD Detection and Task Masking

Gyuhak Kim, Sepideh Esmaeilpour, Changnan Xiao +1

Existing continual learning techniques focus on either task incremental learning (TIL) or class incremental learning (CIL) problem, but not both. CIL and TIL differ mainly in that…