Multi-level Collaborative Distillation Meets Global Workspace Model: A Unified Framework for OCIL

Shibin Su, Guoqiang Liang, De Cheng +2

Online Class-Incremental Learning (OCIL) enables models to learn continuously from non-i.i.d. data streams. Since samples of the data streams can be seen only once, it is more suit…