SelecMix: Debiased Learning by Contradicting-pair Sampling

This repository includes the official PyTorch implementation of our paper:

SelecMix: Debiased Learning by Contradicting-pair Sampling
Inwoo Hwang, Sangjun Lee, Yunhyeok Kwak, Seong Joon Oh, Damien Teney, Jin-Hwa Kim, and Byoung-Tak Zhang
Neural Information Processing Systems (NeurIPS), 2022

Running Codes

Dependency

Run the following command to install some necessary python packages to run our code.

pip install -r requirements.txt

Run experiments

bash run_script.sh

Reference

If you find our work useful for your research, please consider citing this.

@inproceedings{hwang2022selecmix,
  title={SelecMix: Debiased Learning by Contradicting-pair Sampling},
  author={Inwoo Hwang and Sangjun Lee and Yunhyeok Kwak and Seong Joon Oh and Damien Teney and Jin-Hwa Kim and Byoung-Tak Zhang},
  booktitle={Advances in Neural Information Processing Systems (NeurIPS)},
  year={2022},
}

Acknowledgements

We use LfF as reference code. Thanks!