Class Incremental Learning with Self-Supervised Pre-Training and Prototype Learning

no code implementations • 4 Aug 2023 • Wenzhuo LIU, Xinjian Wu, Fei Zhu, Mingming Yu, Chuang Wang, Cheng-Lin Liu

This is hard for DNN because it tends to focus on fitting to new classes while ignoring old classes, a phenomenon known as catastrophic forgetting.

Class Incremental Learning Incremental Learning +2