BEVFusion is an ICRA 2023 paper that addresses limitations of point-level sensor fusion by unifying camera and LiDAR features in a shared bird’s-eye view representation. It performs both 3D object detection and semantic segmentation tasks using a PyTorch-based architecture. The system ranks first on multiple 3D detection benchmarks including Waymo, nuScenes, and Argoverse.