Unsupervised Part Discovery via Dual Representation Alignment

Object parts serve as crucial intermediate representations in various downstream tasks, but part-level representation learning still has not received as much attention as other vision tasks. Previous research has established that Vision Transformer can learn instance-level attention without labels,...

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Veröffentlicht in:IEEE transactions on pattern analysis and machine intelligence. - 1979. - 46(2024), 12 vom: 29. Dez., Seite 10597-10613
1. Verfasser: Xia, Jiahao (VerfasserIn)
Weitere Verfasser: Huang, Wenjian, Xu, Min, Zhang, Jianguo, Zhang, Haimin, Sheng, Ziyu, Xu, Dong
Format: Online-Aufsatz
Sprache:English
Veröffentlicht: 2024
Zugriff auf das übergeordnete Werk:IEEE transactions on pattern analysis and machine intelligence
Schlagworte:Journal Article