Data Augmentation-free Unsupervised Learning for 3D Point Cloud Understanding

Guofeng Mei, Cristiano Saltori, Fabio Poiesi +4

Unsupervised learning on 3D point clouds has undergone a rapid evolution, especially thanks to data augmentation-based contrastive methods. However, data augmentation is not ideal…