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arxiv_cs_ai · Nov 9, 2026 · paper

Source brief

MARS: Multiscale Appearance-Residual Streams for Video Forgery Detection

arxiv.orgNov 9, 2026
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In brief

Generalizing deepfake detection across facial manipulation and fully generated video remains challenging due to forgery traces varying with the manipulation method and scene content. Explicit spatial and temporal feature differences offer a way to capture this variation, but also

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