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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
One Model to Translate Them All: Universal Any-to-Any Translation for Heterogeneous Collaborative Perception
Yang Li, Weize Li, Quan Yuan +7
By sharing intermediate features, collaborative perception extends each agent's sensing beyond standalone limits, but real-world feature modality heterogeneity remains a key barrie…