2022
S3C: Self-Supervised Stochastic Classifiers for Few-Shot Class-Incremental Learning
ECCV 2022poster
"Few-shot class-incremental learning (FSCIL) aims to learn progressively about new classes with very few labeled samples, without forgetting the knowledge of already learnt classes. FSCIL suffers from two major challenges: (i) over-fitting on the new classes due to limited amount of data, (ii) catas…