Joint data and feature augmentation for self-supervised representation learning on point clouds

To deal with the exhausting annotations, self-supervised representation learning from unlabeled point clouds has drawn much attention, especially centered on augmentation-based contrastive methods. However, specific augmentations hardly produce sufficient transferability to high-level tasks on diffe...

Disgrifiad llawn

Manylion Llyfryddiaeth
Prif Awduron: Zhuheng Lu, Yuewei Dai, Weiqing Li, Zhiyong Su
Fformat: Erthygl
Iaith:English
Cyhoeddwyd: Elsevier 2023-10-01
Cyfres:Graphical Models
Pynciau:
Mynediad Ar-lein:http://www.sciencedirect.com/science/article/pii/S1524070323000188