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...

وصف كامل

التفاصيل البيبلوغرافية
المؤلفون الرئيسيون: Zhuheng Lu, Yuewei Dai, Weiqing Li, Zhiyong Su
التنسيق: مقال
اللغة:English
منشور في: Elsevier 2023-10-01
سلاسل:Graphical Models
الموضوعات:
الوصول للمادة أونلاين:http://www.sciencedirect.com/science/article/pii/S1524070323000188