Interpretability

Towards Understanding the Generalization of Deepfake Detectors from a Game-Theoretical View
This paper aims to explain the generalization of deepfake detectors from the novel perspective of multi-order interactions among visual …
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Towards Understanding the Generalization of Deepfake Detectors from a Game-Theoretical View
Explaining Deepfake Detection by Analysing Image Matching
This paper aims to interpret how deepfake detection models learn artifact features of images when just supervised by binary labels. To …
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Explaining Deepfake Detection by Analysing Image Matching