Yan-Shuo Liang

Optimizing Class Distribution in Memory for Multi-Label Online Continual Learning

2022 · arXiv (Cornell University)

Online continual learning, especially when task identities and task boundaries are unavailable, is a challenging continual learning setting. One representative kind of methods for online continual learning is replay-based methods, in which a replay buffer …