Query-centric distance modulator for few-shot classification

Wenxiao Wu, Yuanjie Shao, Changxin Gao, Jing-Hao Xue, Nong Sang

Abstract: Highlights•A plug-and-play query-centric distance modulator for distance metric learning-based FSC methods.•Weight generation through data inconsistency within each channel from different classes.•Decoupled from the process of feature extraction and integrated with any given backbone.