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Shortcut learning in deep neural networks

2020· article· en· 1,811 citations· W3016970897 on OpenAlex· 10.1038/s42256-020-00257-z

Why is this work in the frame?

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

Canadian affiliationAn author listed a Canadian institution. This is the only route the usual frame has.

Abstract

No abstract. This is not a gap in this database — OpenAlex has none either. 23.3% of the frame is in this state, and the screen finds HALF as much metaresearch here, so the absence is a measured bias rather than a missing field.

The record

Venue
Nature Machine Intelligence
Topic
Adversarial Robustness in Machine Learning
Field
Computer Science
Canadian institutions
Vector InstituteUniversity of Toronto
Funders
Keywords
Artificial intelligenceComputer scienceDeep learningTransferabilityBenchmarkingMachine learningArtificial neural networkDeep neural networksRobustness (evolution)Perspective (graphical)Management
Has abstract in OpenAlex
no