Abstract: Self-supervised learning of point cloud aims to leverage unlabeled 3D data to learn meaningful representations without reliance on manual annotations. However, current approaches face ...

This essay is part of the ongoing “What Does ‘Gila Apache’ Mean?” series. Out in the community I’m hearing these same words repeated. My family is from the Gila. We’re Mogollon Apache. We’re Mimbreños ...

Abstract: In this paper, we question whether we have a reliable self-supervised point cloud model that can be used for diverse 3D tasks via simple linear probing, even with limited data and minimal ...