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cs.CV2026
TRACE: Trajectory Representation and Consistency Estimation for AI-Generated Video Detection
Huangsen Cao, Hongkang chu, Siyao Yu +3
Recent advances in generative video models have enabled the synthesis of visually realistic content, posing significant challenges to synthetic video detection. Existing detectors…
cs.CV2026
ClueAegis: Heuristic-to-Reasoning Cognitive-skill Learning for Unified Evidence-based Synthetic Image Detection
Huangsen Cao, Hongkang Chu, Yuxi Li +6
The rapid advancement of generative models has made synthetic images increasingly realistic, challenging reliable detection. Existing methods are often limited to end-to-end classi…