RAPID: A Scalable and Controllable Physics-Informed Diffusion Framework for Real-Time Pedestrian Trajectory Generation
This work proposes Real-time Adaptive Physics-Informed Diffusion (RAPID), a unified framework explicitly designed to balance high-fidelity generation with strict real-time constraints, and establishes a new state-of-the-art balance between fidelity and safety.