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ControlRadio slashes computation time by over 99.99% while generating highly accurate radio maps from simple text prompts.
Local Margin Restoration not only shields VLMs from bias but also preserves their semantic integrity, leading to superior performance in dynamic environments.
Training your radio map estimation model on i.i.d. data? Prepare for a rude awakening when deploying on UAVs, where trajectory-based sampling can tank performance.
