Why ReLU networks yield high-confidence predictions far away from the training data and how to mitigate the problem

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Why ReLU networks yield high-confidence predictions far away from the training data and how to mitigate the problem

Author: Hein, Matthias; Andriushchenko, Maksym; Bitterwolf, Julian
Tübinger Autor(en):
Hein, Matthias
Bitterwolf, Julian
Published in: 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (2019), Bd. , S. 41-50
Language: English
Full text: http://dx.doi.org/10.1109/CVPR.2019.00013
ISBN: 978-1-7281-3293-8
DDC Classifikation: 004 - Data processing and computer science
Dokumentart: Artikel
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