Active Image Synthesis for Efficient Labeling
The great success achieved by deep neural networks attracts increasing attention from the manufacturing and healthcare communities. However, the limited availability of data and high costs of data collection are the major challenges for the applications in those fields. We propose in this work AISEL...
Ausführliche Beschreibung
Bibliographische Detailangaben
Veröffentlicht in: | IEEE transactions on pattern analysis and machine intelligence. - 1979. - 43(2021), 11 vom: 14. Nov., Seite 3770-3781
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1. Verfasser: |
Chen, Jialei
(VerfasserIn) |
Weitere Verfasser: |
Xie, Yujia,
Wang, Kan,
Zhang, Chuck,
Vannan, Mani A,
Wang, Ben,
Qian, Zhen |
Format: | Online-Aufsatz
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Sprache: | English |
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
Research Support, U.S. Gov't, Non-P.H.S. |