Covariance-based Space Regularization for Few-shot Class Incremental Learning

Yijie Hu, Guanyu Yang, Zhaorui Tan +3

Few-shot Class Incremental Learning (FSCIL) presents a challenging yet realistic scenario, which requires the model to continually learn new classes with limited labeled data (i.e.…