muSync-GS couples weather and road-shape edits in driving videos to a calibrated vehicle-dynamics model, so the synthesized ego motion and telemetry change with the same controls that drive the visual edits.
Drivedreamer-2: Llm-enhanced world models for diverse driving video generation
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muSync-GS: Physics-Synchronized Driving Video Synthesis for Weather and Geometric Road Hazards
muSync-GS couples weather and road-shape edits in driving videos to a calibrated vehicle-dynamics model, so the synthesized ego motion and telemetry change with the same controls that drive the visual edits.