Towards Pointsets Representation Learning via Self-Supervised Learning and Set Augmentation

Deep metric learning is a supervised learning paradigm to construct a meaningful vector space to represent complex objects. A successful application of deep metric learning to pointsets means that we can avoid expensive retrieval operations on objects such as documents and can significantly facilita...

Ausführliche Beschreibung

Bibliographische Detailangaben

Veröffentlicht in:	IEEE transactions on pattern analysis and machine intelligence. - 1979. - 45(2023), 1 vom: 02. Jan., Seite 1201-1216
1. Verfasser:	Arsomngern, Pattaramanee (VerfasserIn)
Weitere Verfasser:	Long, Cheng, Suwajanakorn, Supasorn, Nutanong, Sarana
Format:	Online-Aufsatz
Sprache:	English
Veröffentlicht:	2023
Zugriff auf das übergeordnete Werk:	IEEE transactions on pattern analysis and machine intelligence
Schlagworte:	Journal Article