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The developmental trajectory of object recognition robustness: Children are like small adults but unlike big deep neural networks

In laboratory object recognition tasks based on undistorted photographs, both adult humans and deep neural networks (DNNs) perform close to ceiling. Unlike adults’, whose object recognition performance is robust against a wide range of image distortions, DNNs trained on standard ImageNet (1.3M image...

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Detalles Bibliográficos
Autores principales: Huber, Lukas S., Geirhos, Robert, Wichmann, Felix A.
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/PMC10337805/
https://www.ncbi.nlm.nih.gov/pubmed/37410494
http://dx.doi.org/10.1167/jov.23.7.4