Zhuangwei Zhuang

Geometry-Aware Spatio-Temporal Context Modeling for 4D Occupancy Forecasting

4D occupancy forecasting models the spatio-temporal evolution of 3D scenes and is crucial for autonomous driving, especially for corner-case simulation. Existing methods often rely on discrete tokenization followed by autoregressive prediction, yet struggle with geometric distortion in static structures and inconsisten...