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...

Πλήρης περιγραφή

Λεπτομέρειες βιβλιογραφικής εγγραφής
Κύριοι συγγραφείς: Zhuheng Lu, Yuewei Dai, Weiqing Li, Zhiyong Su
Μορφή: Άρθρο
Γλώσσα:English
Έκδοση: Elsevier 2023-10-01
Σειρά:Graphical Models
Θέματα:
Διαθέσιμο Online:http://www.sciencedirect.com/science/article/pii/S1524070323000188