bhanML / coteaching_plus

ICML'19: How does Disagreement Help Generalization against Label Corruption?

Geek Repo:Geek Repo

Github PK Tool:Github PK Tool

How does Disagreement Help Generalization against Label Corruption?

ICML'19: How does Disagreement Help Generalization against Label Corruption? (PyTorch implementation).

========

Run Co-teaching+ on benchmark datasets with PyTorch >= 0.4.1

sh script/mnist.sh
sh script/cifar10.sh
sh script/cifar100.sh
sh script/news.sh 
sh script/imagenet_tiny.sh

If you find this code useful in your research, please cite

@inproceedings{yu2019does,
  title={How does Disagreement Help Generalization against Label Corruption?},
  author={Yu, Xingrui and Han, Bo and Yao, Jiangchao and Niu, Gang and Tsang, Ivor and Sugiyama, Masashi},
  booktitle={International Conference on Machine Learning},
  pages={7164--7173},
  year={2019}
}

About

ICML'19: How does Disagreement Help Generalization against Label Corruption?


Languages

Language:Python 95.5%Language:Shell 4.5%