AINeutralarXiv – CS AI · 15h ago6/10
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TWIST: Closed-Loop token Synchronization for Application-Aware Wireless Digital Twins
TWIST is a closed-loop synchronization framework for wireless digital twins that prioritizes application semantics over visual fidelity by transmitting token representations with adaptive error protection. The system uses task-relevant grouping and dynamic mode adjustment based on channel quality and semantic drift to reduce synchronization costs while maintaining inference accuracy in real-time scenarios like traffic monitoring.