Vicinity Vision Transformer
Vision transformers have shown great success on numerous computer vision tasks. However, their central component, softmax attention, prohibits vision transformers from scaling up to high-resolution images, due to both the computational complexity and memory footprint being quadratic. Linear attentio...
Ausführliche Beschreibung
Bibliographische Detailangaben
| Veröffentlicht in: | IEEE transactions on pattern analysis and machine intelligence. - 1979. - 45(2023), 10 vom: 13. Okt., Seite 12635-12649
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| 1. Verfasser: |
Sun, Weixuan
(VerfasserIn) |
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| Weitere Verfasser: |
Qin, Zhen,
Deng, Hui,
Wang, Jianyuan,
Zhang, Yi,
Zhang, Kaihao,
Barnes, Nick,
Birchfield, Stan,
Kong, Lingpeng,
Zhong, Yiran |
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| Format: | Online-Aufsatz
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| Sprache: | English |
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| Veröffentlicht: |
2023
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| Zugriff auf das übergeordnete Werk: | IEEE transactions on pattern analysis and machine intelligence
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| Schlagworte: | Journal Article |
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