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PrePurify: Pre-trained knowledge-guided data purification for generalizable face forgery detection
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AI
DOI：10.1016/j.patcog.2026.113271.png)
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Abstract
En 中文
• We approach generalizable face forgery detection from a data-centric perspective. • We propose a pre-trained knowledge-guided data purification method. • The proposed method outperforms the state-of-the-art on several public datasets.
Keywords:
face forgery detection
data purification
pre-trained knowledge
generalizable detection
machine learning
Journal
IF:
7.6
Papers:
1.3W
Citations:
4.5W
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