Exploring Sample Relationship for Few-Shot Classification

Description

This repository is the official implementation of Exploring Sample Relationship for Few-Shot Classification.

Exploring Sample Relationship for Few-Shot Classification,
Xingye Chen, Wenxiao Wu, Li Ma, Xinge You, Changxin Gao,Nong Sang, Yuanjie Shao
Bibetex

Application to ProtoNet

Please refer to the instructions in this README.

Application to EASY

Please refer to the instructions in this README.

Citation

@article{chen2024exploring,
  title={Exploring sample relationship for few-shot classification},
  author={Chen, Xingye and Wu, Wenxiao and Ma, Li and You, Xinge and Gao, Changxin and Sang, Nong and Shao, Yuanjie},
  journal={Pattern Recognition},
  pages={111089},
  year={2024},
  publisher={Elsevier}
}

Acknowledgment

Our implementation is mainly based on the following codebases. We gratefully thank the authors for their wonderful works.

CloserLookFewShot, DeepBDC, EASY