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Extreme image transformations affect humans and machines differently

Some recent artificial neural networks (ANNs) claim to model aspects of primate neural and human performance data. Their success in object recognition is, however, dependent on exploiting low-level features for solving visual tasks in a way that humans do not. As a result, out-of-distribution or adv...

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Detalles Bibliográficos
Autores principales: Malik, Girik, Crowder, Dakarai, Mingolla, Ennio
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer Berlin Heidelberg 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10600046/
https://www.ncbi.nlm.nih.gov/pubmed/37310489
http://dx.doi.org/10.1007/s00422-023-00968-7