TLCE: Transfer-Learning Based Classifier Ensembles for Few-Shot Class-Incremental Learning

Shuangmei Wang, Yang Cao, Tieru Wu

Few-shot class-incremental learning (FSCIL) struggles to incrementally recognize novel classes from few examples without catastrophic forgetting of old classes or overfitting to ne…