AFEC: Active Forgetting of Negative Transfer in Continual Learning

Liyuan Wang, Mingtian Zhang, Zhongfan Jia +5

Continual learning aims to learn a sequence of tasks from dynamic data distributions. Without accessing to the old training samples, knowledge transfer from the old tasks to each n…