Convolution-Enhanced Evolving Attention Networks

Attention-based neural networks, such as Transformers, have become ubiquitous in numerous applications, including computer vision, natural language processing, and time-series analysis. In all kinds of attention networks, the attention maps are crucial as they encode semantic dependencies between in...

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Bibliographische Detailangaben
Veröffentlicht in:IEEE transactions on pattern analysis and machine intelligence. - 1979. - 45(2023), 7 vom: 13. Juli, Seite 8176-8192
1. Verfasser: Wang, Yujing (VerfasserIn)
Weitere Verfasser: Yang, Yaming, Li, Zhuo, Bai, Jiangang, Zhang, Mingliang, Li, Xiangtai, Yu, Jing, Zhang, Ce, Huang, Gao, Tong, Yunhai
Format: Online-Aufsatz
Sprache:English
Veröffentlicht: 2023
Zugriff auf das übergeordnete Werk:IEEE transactions on pattern analysis and machine intelligence
Schlagworte:Journal Article