Zhenxing Qian
1 indexed paper
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126
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2026
Evidence-based Decision Modeling for Synthetic Face Detection with Uncertainty-driven Active Learning
The paper proposes EMSFD, an evidence-based decision modeling approach that enhances synthetic face detection reliability and generalizability by explicitly modeling class evidence and incorporating uncertainty-driven active learning.
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Papers
cs.CVcs.CRRecentMay 11, 2026
Evidence-based Decision Modeling for Synthetic Face Detection with Uncertainty-driven Active Learning
Qingchao Jiang, Zhenxuan Hou, Zhiying Zhu, Zhenxing Qian +2 more
The paper proposes EMSFD, an evidence-based decision modeling approach that enhances synthetic face detection reliability and generalizability by explicitly modeling class evidence and incorporating u…
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