Delving Deep Into Label Smoothing
Label smoothing is an effective regularization tool for deep neural networks (DNNs), which generates soft labels by applying a weighted average between the uniform distribution and the hard label. It is often used to reduce the overfitting problem of training DNNs and further improve classification...
Ausführliche Beschreibung
Bibliographische Detailangaben
| Veröffentlicht in: | IEEE transactions on image processing : a publication of the IEEE Signal Processing Society. - 1992. - 30(2021) vom: 24., Seite 5984-5996
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| 1. Verfasser: |
Zhang, Chang-Bin
(VerfasserIn) |
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| Weitere Verfasser: |
Jiang, Peng-Tao,
Hou, Qibin,
Wei, Yunchao,
Han, Qi,
Li, Zhen,
Cheng, Ming-Ming |
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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 image processing : a publication of the IEEE Signal Processing Society
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| Schlagworte: | Journal Article |
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