Dalong Chen

FeatWalk: Enhancing Few-Shot Classification through Local View Leveraging

Few-shot learning is a challenging task due to the limited availability of training samples. Recent few-shot learning studies with meta-learning and simple transfer learning methods have achieved promising performance. However, the feature extractor pre-trained with the upstream dataset may neglect…