Robust Domain Adaptive Object Detection With Unified Multi-Granularity Alignment

Domain adaptive detection aims to improve the generalization of detectors on target domain. To reduce discrepancy in feature distributions between two domains, recent approaches achieve domain adaption through feature alignment in different granularities via adversarial learning. However, they negle...

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Veröffentlicht in:IEEE transactions on pattern analysis and machine intelligence. - 1979. - 46(2024), 12 vom: 02. Nov., Seite 9161-9178
1. Verfasser: Zhang, Libo (VerfasserIn)
Weitere Verfasser: Zhou, Wenzhang, Fan, Heng, Luo, Tiejian, Ling, Haibin
Format: Online-Aufsatz
Sprache:English
Veröffentlicht: 2024
Zugriff auf das übergeordnete Werk:IEEE transactions on pattern analysis and machine intelligence
Schlagworte:Journal Article