Sai Yang

Few-shot Classification via Ensemble Learning with Multi-Order Statistics

Transfer learning has been widely adopted for few-shot classification. Recent studies reveal that obtaining good generalization representation of images on novel classes is the key to improving the few-shot classification accuracy. To address this need, we prove theoretically that leveraging ensembl…