Dataset Bias in Few-Shot Image Recognition
The goal of few-shot image recognition (FSIR) is to identify novel categories with a small number of annotated samples by exploiting transferable knowledge from training data (base categories). Most current studies assume that the transferable knowledge can be well used to identify novel categories....
Ausführliche Beschreibung
Bibliographische Detailangaben
| Veröffentlicht in: | IEEE transactions on pattern analysis and machine intelligence. - 1979. - 45(2023), 1 vom: 24. Jan., Seite 229-246
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| 1. Verfasser: |
Jiang, Shuqiang
(VerfasserIn) |
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| Weitere Verfasser: |
Zhu, Yaohui,
Liu, Chenlong,
Song, Xinhang,
Li, Xiangyang,
Min, Weiqing |
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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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