DIM

This repository contains the core code to implement the idea of our paper:

Discover and Mitigate Multiple Biased Subgroups in Image Classifiers (CVPR 2024)

Requirements

• python >= 3.6.5
• pytorch == 1.7.x
• numpy >= 1.15.4
• clip-retrieval >= 2.0

Citation

If you find the idea or code useful for your research, please consider citing our paper:

@inproceedings{zhang2024DIM,
  author={Zeliang Zhang and Mingqian Feng and Zhiheng Li and Chenliang Xu},
  booktitle = {The Thirty-Fourth IEEE/CVF Conference on Computer Vision and Pattern Recognition},
  title = {Discover and Mitigate Multiple Biased Subgroups in Image Classifiers},
  year = {2024},
}

Contact

Questions and suggestions can be sent to hust0426@gmail.com.