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CAT: Collaborative Adversarial Training

This is the official implementation of Collaborative Adversarial Training.

News 🎉

  • May 2023 - Release the code and models.
  • March 2023 - Release the pre-print on arXiv.

Installation

This repo is built upon python==3.8.5 and pytorch==1.6.0.

What we found

Different knowledge is mastered by models trained by different methods.

Results

The comparison of CAT with SOTA. Please refer to our paper for more details. The models' weight can be found in here.

License

This project is under the Apache 2.0 license as found in LICENSE file.

Citing CAT

Please consider citing CAT and giving a star if CAT helps your research:

@article{liu2023cat,
  title={CAT: Collaborative Adversarial Training},
  author={Liu, Xingbin and Kuang, Huafeng and Lin, Xianming and Wu, Yongjian and Ji, Rongrong},
  journal={arXiv preprint arXiv:2303.14922},
  year={2023}
}