New Geometric Training Framework Targets Cross-Domain Deepfake Detection
Researchers introduced OrthoPairGTL, a geometric training framework for cross-domain deepfake detection built on a partially frozen DINOv3 backbone of roughly 300 million parameters.
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- 2026-11-13 05:00 · arXiv cs.CV
Paired Geometric Supervision for Generalizable Deepfake Detection