Huiyuan Xiong

Drop Sparse Convolution for 3D Object Detection

3D object detection based on point clouds is crucial for the safety of autonomous vehicles. The 3D feature network significantly impacts the feature extraction of the object detectors. However, the 3D feature network often exhibits poor performance due to submanifold dilation. In this paper, we prop…