Subspace Regularizers for Few-Shot Class Incremental Learning

Afra Feyza Akyürek, Ekin Akyürek, Derry Tanti Wijaya +1

Few-shot class incremental learning -- the problem of updating a trained classifier to discriminate among an expanded set of classes with limited labeled data -- is a key challenge…