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Frequency-Aware Deepfake Detection: Improving Generalizability through Frequency Space Domain Learning

Chuangchuang Tan, Yao Zhao 0001, Shikui Wei, Guanghua Gu, Ping Liu, Yunchao Wei. Frequency-Aware Deepfake Detection: Improving Generalizability through Frequency Space Domain Learning. In Michael J. Wooldridge, Jennifer G. Dy, Sriraam Natarajan, editors, Thirty-Eigth AAAI Conference on Artificial Intelligence, AAAI 2024, Thirty-Sixth Conference on Innovative Applications of Artificial Intelligence, IAAI 2024, Fourteenth Symposium on Educational Advances in Artificial Intelligence, EAAI 2014, February 20-27, 2024, Vancouver, Canada. pages 5052-5060, AAAI Press, 2024. [doi]

Authors

Chuangchuang Tan

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Yao Zhao 0001

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Shikui Wei

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Guanghua Gu

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Ping Liu

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Yunchao Wei

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