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Selective Domain-Invariant Feature for Generalizable Deepfake Detection

Pytorch implementation of "Selective Domain-Invariant Feature for Generalizable Deepfake Detection"

Prerequisites:

torch: 1.5.1

numpy: 1.19.0

scikit-image: 0.17.2

scikit-learn: 0.23.1

scipy: 1.5.1

Citation

@inproceedings{lai2024selective,
  title={Selective domain-invariant feature for generalizable deepfake detection},
  author={Lai, Yingxin and Yang, Guoqing and He, Yifan and Luo, Zhiming and Li, Shaozi},
  booktitle={ICASSP 2024-2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)},
  pages={2335--2339},
  year={2024},
  organization={IEEE}
}

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Selective Domain-Invariant Feature for Generalizable Deepfake Detection

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