Litcius/Paper detail

Shortcut learning in deep neural networks

Robert Geirhos, Jörn-Henrik Jacobsen, Claudio Michaelis, Richard S. Zemel, Wieland Brendel, Matthias Bethge, Felix A. Wichmann

2020Nature Machine Intelligence1,817 citationsDOIOpen Access PDF

Topics & Concepts

Artificial intelligenceComputer scienceDeep learningTransferabilityBenchmarkingMachine learningArtificial neural networkDeep neural networksRobustness (evolution)Perspective (graphical)ManagementBiochemistryLogitChemistryEconomicsGeneAdversarial Robustness in Machine LearningAnomaly Detection Techniques and ApplicationsMachine Learning and Data Classification