Fully Sparse 3D Object Detection Lue Fan 1,2,3,4 Feng Wang 5 Naiyan Wang

Neural Information Processing Systems 

However, the computational and spatial costs on the dense feature map are quadratic to the perception range, which makes them hardly scale up to the long-range setting.