Scaling up Multimodal Pre-Training for Sign Language Understanding

Sign language pre-training (SLP) has significantly improved the performance of diverse sign language understanding (SLU) tasks. However, many existing methods employ pre-training techniques that are tailored to a specific task with small data scale, resulting in limited model generalization. Some ot...

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Bibliographische Detailangaben
Veröffentlicht in:IEEE transactions on pattern analysis and machine intelligence. - 1979. - PP(2025) vom: 14. Aug.
1. Verfasser: Zhou, Wengang (VerfasserIn)
Weitere Verfasser: Zhao, Weichao, Hu, Hezhen, Li, Zecheng, Li, Houqiang
Format: Online-Aufsatz
Sprache:English
Veröffentlicht: 2025
Zugriff auf das übergeordnete Werk:IEEE transactions on pattern analysis and machine intelligence
Schlagworte:Journal Article