Exploring sample relationship for few-shot classification

Xingye Chen, Wenxiao Wu, Li Ma, Xinge You, Changxin Gao, Nong Sang, Yuanjie Shao

Abstract: Highlights•Learning sample relationships explicitly to obtain robust category representations.•A plug-and-play module for enhancing few-shot classification frameworks.•Experiments validate the effectiveness of Sample Relationship Exploration module.