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Shuai-Han Wang

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Open access Aug 2026

Channel Gains to Captions: Task-Unified Multi-Level RF Sensing With Vision–Language Models

A generative formulation for RF sensing, where millimeter-wave/terahertz channel gains are mapped to captions describing multi-level environmental semantics, and this framework achieves superior performance with a broader semantic scope, and enables task-unified sensing beyond predefined tasks.

Tian-Yu Hu, Zhi-Ren Gong, Hao-Wei Cui et al. · 0 citations

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