Zixuan Ni

Self-Supervised Class Incremental Learning

2021 · arXiv (Cornell University)

Existing Class Incremental Learning (CIL) methods are based on a supervised classification framework sensitive to data labels. When updating them based on the new class data, they suffer from catastrophic forgetting: the model cannot discern …