Michael G. Burke

MotionPerceiver: Real-Time Occupancy Forecasting for Embedded Systems

This work introduces a novel and adaptable architecture designed for real-time occupancy forecasting that outperforms existing state-of-the-art models on the Waymo Open Motion Dataset in Soft IOU. The proposed model uses recursive latent state estimation with learned transformer-based functions to e