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Learning with Noisy Labels via Sparse Regularization

This repository is the official implementation of [Learning with Noisy Labels via Sparse Regularization].

Requirements

Python >= 3.6, PyTorch >= 1.3.1, torchvision >= 0.4.1, numpy>=1.11.2,

Reference

For technical details and full experimental results, please check the paper. If you have used our work in your own, please consider citing:

@InProceedings{zhou2021learning,
  title = 	 {Learning with Noisy Labels via Sparse Regularization},
  author =       {Zhou, Xiong and Liu, Xianming and Wang, Chenyang and Zhai, Deming and Jiang, Junjun and Ji, Xiangyang},
  booktitle = 	 {ICCV},
  year = 	 {2021},
}