Few-shot Class-incremental Learning for Classification and Object Detection: A Survey

Jinghua Zhang, Li Liu, Olli Silvén +2

Few-shot Class-Incremental Learning (FSCIL) presents a unique challenge in Machine Learning (ML), as it necessitates the Incremental Learning (IL) of new classes from sparsely labe…