Lanxiao Li

A Closer Look at Invariances in Self-Supervised Pre-training for 3D Vision

"Self-supervised pre-training for 3D vision has drawn increasing research interest in recent years. In order to learn informative representations, a lot of previous works exploit invariances of 3D data, e.g., perspective-invariance between views of the same scene, modality-invariance between depth a…