Deep CNNs Meet Global Covariance Pooling : Better Representation and Generalization
Compared with global average pooling in existing deep convolutional neural networks (CNNs), global covariance pooling can capture richer statistics of deep features, having potential for improving representation and generalization abilities of deep CNNs. However, integration of global covariance poo...
Ausführliche Beschreibung
Bibliographische Detailangaben
| Veröffentlicht in: | IEEE transactions on pattern analysis and machine intelligence. - 1979. - 43(2021), 8 vom: 07. Aug., Seite 2582-2597
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| 1. Verfasser: |
Wang, Qilong
(VerfasserIn) |
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| Weitere Verfasser: |
Xie, Jiangtao,
Zuo, Wangmeng,
Zhang, Lei,
Li, Peihua |
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| Format: | Online-Aufsatz
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| Sprache: | English |
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| Veröffentlicht: |
2021
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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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