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Liu, Jiayu and Chiotellis, Ioannis and Triebel, Rudolph and Cremers, Daniel (2020) Effective Version Space Reduction for Convolutional Neural Networks. In: European Conference on Machine Learning and Knowledge Discovery in Databases, ECML PKDD 2020, 12458. European Conference on Machine Learning and Principles and Practive of Knowledge Discovery in Databases (ECML-PKDD), 2020-09-14 - 2020-09-18, Virtual. doi: 10.1007/978-3-030-67661-2_6. ISBN 978-303067660-5. ISSN 0302-9743.
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| Item URL in elib: | https://elib.dlr.de/136169/ | ||||||||||||||||||||
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| Document Type: | Conference or Workshop Item (Speech) | ||||||||||||||||||||
| Title: | Effective Version Space Reduction for Convolutional Neural Networks | ||||||||||||||||||||
| Authors: |
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| Date: | 2020 | ||||||||||||||||||||
| Journal or Publication Title: | European Conference on Machine Learning and Knowledge Discovery in Databases, ECML PKDD 2020 | ||||||||||||||||||||
| Refereed publication: | Yes | ||||||||||||||||||||
| Open Access: | Yes | ||||||||||||||||||||
| Gold Open Access: | No | ||||||||||||||||||||
| In SCOPUS: | Yes | ||||||||||||||||||||
| In ISI Web of Science: | Yes | ||||||||||||||||||||
| Volume: | 12458 | ||||||||||||||||||||
| DOI: | 10.1007/978-3-030-67661-2_6 | ||||||||||||||||||||
| Series Name: | Lecture Notes in Computer Science | ||||||||||||||||||||
| ISSN: | 0302-9743 | ||||||||||||||||||||
| ISBN: | 978-303067660-5 | ||||||||||||||||||||
| Status: | Published | ||||||||||||||||||||
| Keywords: | Active Learning, Deep Learning, Version Space, Diameter Reduction | ||||||||||||||||||||
| Event Title: | European Conference on Machine Learning and Principles and Practive of Knowledge Discovery in Databases (ECML-PKDD) | ||||||||||||||||||||
| Event Location: | Virtual | ||||||||||||||||||||
| Event Type: | international Conference | ||||||||||||||||||||
| Event Start Date: | 14 September 2020 | ||||||||||||||||||||
| Event End Date: | 18 September 2020 | ||||||||||||||||||||
| HGF - Research field: | Aeronautics, Space and Transport | ||||||||||||||||||||
| HGF - Program: | Space | ||||||||||||||||||||
| HGF - Program Themes: | Space System Technology | ||||||||||||||||||||
| DLR - Research area: | Raumfahrt | ||||||||||||||||||||
| DLR - Program: | R SY - Space System Technology | ||||||||||||||||||||
| DLR - Research theme (Project): | R - Autonomy & Dexterity [SY] | ||||||||||||||||||||
| Location: | Oberpfaffenhofen | ||||||||||||||||||||
| Institutes and Institutions: | Institute of Robotics and Mechatronics (since 2013) > Perception and Cognition | ||||||||||||||||||||
| Deposited By: | Triebel, Rudolph | ||||||||||||||||||||
| Deposited On: | 25 Nov 2020 09:44 | ||||||||||||||||||||
| Last Modified: | 24 Apr 2024 20:38 |
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