Towards Redundancy-Free Sub-networks in Continual Learning

Cheng Chen, Jingkuan Song, LianLi Gao +1

Catastrophic Forgetting (CF) is a prominent issue in continual learning. Parameter isolation addresses this challenge by masking a sub-network for each task to mitigate interferenc…