no code implementations • NeurIPS Workshop SVRHM 2021 • Colin Conwell, Jacob S. Prince, George A. Alvarez, Talia Konkle
Rapid simultaneous advances in machine vision and cognitive neuroimaging present an unparalleled opportunity to assess the current state of artificial models of the human visual system.
no code implementations • NeurIPS Workshop SVRHM 2021 • Kaushik Lakshminarasimhan, Colin Conwell
When judging the sameness of three-dimensional (3D) objects that differ by a rotation, response time typically increases with the angle of rotation.
1 code implementation • NeurIPS 2021 • Colin Conwell, David Mayo, Andrei Barbu, Michael Buice, George Alvarez, Boris Katz
Using our benchmark as an atlas, we offer preliminary answers to overarching questions about levels of analysis (e. g. do models that better predict the representations of individual neurons also predict representational similarity across neural populations?
1 code implementation • NeurIPS Workshop SVRHM 2021 • Binxu Wang, David Mayo, Arturo Deza, Andrei Barbu, Colin Conwell
Critically, we find that random cropping can be substituted by cortical magnification, and saccade-like sampling of the image could also assist the representation learning.
no code implementations • 29 Jul 2022 • Colin Conwell, Tomer Ullman
Relations are basic building blocks of human cognition.