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
Run the following command to install some necessary python packages to run our code.
pip install -r requirements.txt
bash run_script.sh
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},
}
We use LfF as reference code. Thanks!