Author

Elee D Stalker

York University

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Neuroscience· 2

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Organism:human· 2 Assay:imaging· 2 Research Focus:benchmarking· 1 Approach:deep learning· 1 Research Focus:differential expression· 1 Research Focus:spatial domain detection· 1 Approach:statistical model· 1

Frequent Co-Authors

Ingo FruendiD· 2 shared Jaykishan Y. PateliD· 1 shared

Activity by Year

2018-2019 · peak 1/yr

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2 top collaborators · 1 mutual co-author link

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2 shared papersNeuroscience

Ingo FruendORCID

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2 papers

Recent·Most cited

Contrast invariant tuning in human perception of image content

Ingo Fruend, Jaykishan Y. Patel, Elee D Stalker

The paper quantifies human perception invariance to image contrast and content using a generative model, finding a factorial structure in discrimination thresholds.

bioRxiv · Jul 23, 2019 · PreprintNeuroscience

Human Sensitivity to Perturbations Constrained by a Model of the Natural Image Manifold

Ingo Fruend, Elee D Stalker

This study uses GANs to constrain image perturbations within a natural image manifold and finds humans are more sensitive to such perturbations than to pixel-space changes.

Journal of Vision · Oct 31, 2018Peer-reviewedNeuroscience