A new Naturality Violation Score applied to fMRI and vision DNNs reveals that semantic axes align best in higher visual cortex and deeper layers while low-level axes align earlier.
Proceedings of the Conference on Empirical Methods in Natural Language Processing (EMNLP) , year =
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Beyond Object-Level Alignment: Do Brains and DNNs Preserve the Same Transformations?
A new Naturality Violation Score applied to fMRI and vision DNNs reveals that semantic axes align best in higher visual cortex and deeper layers while low-level axes align earlier.