Hiding a plane with a pixel: examining shape-bias in CNNs and the benefit of building in biological constraints

Author:

Malhotra Gaurav,Evans Benjamin D.,Bowers Jeffrey S.

Publisher

Elsevier BV

Subject

Sensory Systems,Ophthalmology

Reference36 articles.

1. Abstract shape representation in human visual perception;Baker;Journal of Experimental Psychology: General,2018

2. Deep convolutional networks do not classify based on global object shape;Baker;PLoS Computational Biology,2018

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5. Surface versus edge-based determinants of visual recognition;Biederman;Cognitive Psychology,1988

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