Deep Supervision with Intermediate Concepts
Recent data-driven approaches to scene interpretation predominantly pose inference as an end-to-end black-box mapping, commonly performed by a Convolutional Neural Network (CNN). However, decades of work on perceptual organization in both human and machine vision suggest that there are often interme...
Ausführliche Beschreibung
Bibliographische Detailangaben
| Veröffentlicht in: | IEEE transactions on pattern analysis and machine intelligence. - 1979. - 41(2019), 8 vom: 08. Aug., Seite 1828-1843
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| 1. Verfasser: |
Li, Chi
(VerfasserIn) |
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| Weitere Verfasser: |
Zia, M Zeeshan,
Tran, Quoc-Huy,
Yu, Xiang,
Hager, Gregory D,
Chandraker, Manmohan |
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| Format: | Online-Aufsatz
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| Sprache: | English |
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| Veröffentlicht: |
2019
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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. |
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