Abstract: Monocular 3D object detection (Mono3D) holds noteworthy promise for autonomous driving applications owing to the cost-effectiveness and rich visual context of monocular camera sensors.

Abstract: Existing methods for 3D point cloud object classification often rely on complex model architectures to learn refined local representations. Many of these methods also pre-train their models ...