Continual Learning via Manifold Expansion Replay

Zihao Xu, Xuan Tang, Yufei Shi +4

In continual learning, the learner learns multiple tasks in sequence, with data being acquired only once for each task. Catastrophic forgetting is a major challenge to continual le…