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Walter J. Scheirer

3 accepted papers

2019

A Neurobiological Evaluation Metric for Neural Network Model Search

CVPR 2019poster

Neuroscience theory posits that the brain's visual system coarsely identifies broad object categories via neural activation patterns, with similar objects producing similar neural responses. Artificial neural networks also have internal activation behavior in response to stimuli. We hypothesize that…

Cited by 14PDFcodeScholar
2018

Visual Psychophysics for Making Face Recognition Algorithms More Explainable

ECCV 2018poster

Scientific fields that are interested in faces have developed their own sets of concepts and procedures for understanding how a target model system (be it a person or algorithm) perceives a face under varying conditions. In computer vision, this has largely been in the form of dataset evaluation for…

Cited by 49SourcePDFScholar