Uncertainty-Aware Distillation for Semi-Supervised Few-Shot Class-Incremental Learning

Yawen Cui, Wanxia Deng, Haoyu Chen +1

Given a model well-trained with a large-scale base dataset, Few-Shot Class-Incremental Learning (FSCIL) aims at incrementally learning novel classes from a few labeled samples by a…