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When will AI misclassify? Intuiting failures on natural images

Machine recognition systems now rival humans in their ability to classify natural images. However, their success is accompanied by a striking failure: a tendency to commit bizarre misclassifications on inputs specifically selected to fool them. What do ordinary people know about the nature and preva...

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Detalles Bibliográficos
Autores principales: Nartker, Makaela, Zhou, Zhenglong, Firestone, Chaz
Formato: Online Artículo Texto
Lenguaje:English
Publicado: The Association for Research in Vision and Ophthalmology 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10082388/
https://www.ncbi.nlm.nih.gov/pubmed/37022698
http://dx.doi.org/10.1167/jov.23.4.4