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Shortcut learning in deep neural networks | Researchclopedia

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Shortcut learning in deep neural networks

20201,652 citationsJournal Articlegreen Open Access

Authors

Robert Geirhos · Max Planck Institute for Intelligent Systems

Jörn-Henrik Jacobsen · University of Toronto

Claudio Michaelis · Max Planck Institute for Intelligent Systems

Richard S. Zemel · University of Toronto

Wieland Brendel · University of Tübingen

Matthias Bethge · University of Tübingen

Felix A. Wichmann

Topics & Keywords

Adversarial Robustness in Machine Learning Anomaly Detection Techniques and Applications Machine Learning and Data Classification

Publication Details

Published in: Nature Machine Intelligence

Volume 2, Issue 11, pp. 665-673

DOI: 10.1038/s42256-020-00257-z

Field-Weighted Citation Impact: 118.10

· University of Tübingen