Interactive Reweighting for Mitigating Label Quality Issues
Label quality issues, such as noisy labels and imbalanced class distributions, have negative effects on model performance. Automatic reweighting methods identify problematic samples with label quality issues by recognizing their negative effects on validation samples and assigning lower weights to t...
Ausführliche Beschreibung
Bibliographische Detailangaben
| Veröffentlicht in: | IEEE transactions on visualization and computer graphics. - 1996. - 30(2024), 3 vom: 01. März, Seite 1837-1852
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| 1. Verfasser: |
Yang, Weikai
(VerfasserIn) |
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| Weitere Verfasser: |
Guo, Yukai,
Wu, Jing,
Wang, Zheng,
Guo, Lan-Zhe,
Li, Yu-Feng,
Liu, Shixia |
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| Format: | Online-Aufsatz
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| Sprache: | English |
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| Veröffentlicht: |
2024
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| Zugriff auf das übergeordnete Werk: | IEEE transactions on visualization and computer graphics
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| Schlagworte: | Journal Article |
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