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Open Access
Learning Loss for Active Learning
2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2019, p.93-102
2019

IEEE/ACM transactions on networking, 2021-04, Vol.29 (2), p.750-763
2021

Open Access
Learning to Detect
IEEE transactions on signal processing, 2019-05, Vol.67 (10), p.2554-2564
2019

2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2019, p.403-412
2019

IEEE transactions on pattern analysis and machine intelligence, 2023-11, Vol.45 (11), p.1-20
2023

Open Access
Large Scale Incremental Learning
2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2019, p.374-382
2019

IEEE robotics and automation letters, 2020-04, Vol.5 (2), p.3018-3025
2020

Deep Reinforcement Learning: A Survey
IEEE transaction on neural networks and learning systems, 2024-04, Vol.35 (4), p.5064-5078
2024

Net Learning
IEEE transaction on neural networks and learning systems, 2022-12, Vol.33 (12), p.7380-7389
2022

Open Access
Blind Federated Edge Learning
IEEE transactions on wireless communications, 2021-08, Vol.20 (8), p.5129-5143
2021

IEEE transaction on neural networks and learning systems, 2024-02, Vol.35 (2), p.2747-2758
2024

Learning from Imbalanced Data
IEEE transactions on knowledge and data engineering, 2009-09, Vol.21 (9), p.1263-1284
2009

2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2021, p.15745-15753
2021

Open Access
Learning for Video Compression
IEEE transactions on circuits and systems for video technology, 2020-02, Vol.30 (2), p.566-576
2020

IEEE transactions on learning technologies, 2019-10, Vol.12 (4), p.516-534
2019

Learning Discriminant Face Descriptor
IEEE transactions on pattern analysis and machine intelligence, 2014-02, Vol.36 (2), p.289-302
2014

Learning Sparsifying Transforms
IEEE transactions on signal processing, 2013-03, Vol.61 (5), p.1072-1086
2013

IEEE transactions on pattern analysis and machine intelligence, 2022-05, Vol.44 (5), p.2548-2566
2022

IEEE transactions on pattern analysis and machine intelligence, 2022-07, Vol.44 (7), p.3523-3542
2022

IEEE transactions on industrial electronics (1982), 2020-10, Vol.67 (10), p.8608-8617
2020

Open Access
Learning Without Memorizing
2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2019, p.5133-5141
2019

Open Access
Learning from Synthetic Humans
2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2017, p.4627-4635
2017
Link zum Volltext

Proceedings of the IEEE, 2016-01, Vol.104 (1), p.34-57
2016

Open Access
Multi-View Intact Space Learning
IEEE transactions on pattern analysis and machine intelligence, 2015-12, Vol.37 (12), p.2531-2544
2015

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ThemaMachine Learning
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