Few-shot Image Classification: Just Use a Library of Pre-trained Feature Extractors and a Simple Classifier

Arkabandhu Chowdhury, Mingchao Jiang, Swarat Chaudhuri +1

Recent papers have suggested that transfer learning can outperform sophisticated meta-learning methods for few-shot image classification. We take this hypothesis to its logical con…