Putting 3D Spatially Sparse Networks on a Diet

Junha Lee, Christopher Choy, Jaesik Park

3D neural networks have become prevalent for many 3D vision tasks including object detection, segmentation, registration, and various perception tasks for 3D inputs. However, due t…