Author

Kato Mugihiko

New York UniversityORCID 0000-0003-3239-0878Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Neuroscience· 1

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Approach:experimental assay· 1 Assay:imaging· 1

Frequent Co-Authors

Biyu Jade HeiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

1 paper

Recent·Most cited

NeuroscienceiSciencePeer-reviewedSep 17, 2026

Systematic image perturbations reveal persistent gaps between human and machine vision

Kato Mugihiko, Biyu Jade He

The paper compares human and machine vision by testing DNNs on systematically perturbed images, finding persistent differences in cue reliance and performance.

1 citation

imagingexperimental assay

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