Reviews: Self-Supervised Deep Learning on Point Clouds by Reconstructing Space

Neural Information Processing Systems 

The paper received weak but still positive support from reviewers. The main concern was limited novelty on transferring work into 2D computer vision to 3D computer vision. However, the simplicity of the approach is a strength, and the approach seems to work well, which the reviewers generally agree on.