Class-Incremental Exemplar Compression for Class-Incremental Learning

1 code implementation • CVPR 2023 • Zilin Luo, Yaoyao Liu, Bernt Schiele, Qianru Sun

Exemplar-based class-incremental learning (CIL) finetunes the model with all samples of new classes but few-shot exemplars of old classes in each incremental phase, where the "few-shot" abides by the limited memory budget.

Bilevel Optimization Class Incremental Learning +1