Multi-Cue Temporal Artifact Modeling for Deepfake Video Detection
Face swapping, facial reenactment, and expression editing have extended deepfake traces from single-frame appearance to cross-frame dynamics. Existing detectors often depend on one spatial representation or temporal path, limiting the joint preservation of transferable semantics and extraction of fine-grained temporal...