Author

Guy Gaziv

Weizmann Institute of ScienceORCID 0000-0003-0890-6002Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Neuroscience· 2

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Approach:contrastive learning· 1 Approach:deep learning· 1 Organism:human· 1

Frequent Co-Authors

Michal Irani· 2 shared Ashesh D. MehtaiD· 1 shared Assaf HoogiiD· 1 shared David M. GroppeiD· 1 shared Erin M. YeagleiD· 1 shared Francesca StrappiniiD· 1 shared Jose L. HerreroiD· 1 shared Michal HareliD· 1 shared

Activity by Year

2018-2022 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 27 mutual co-author links

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2 shared papersNeuroscience

Michal Irani

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2 papers

Recent·Most cited

NeuroscienceNeuroImagePeer-reviewedMar 24, 2022

Self-Supervised Natural Image Reconstruction and Large-Scale Semantic Classification from Brain Activity

Guy Gaziv, Roman Beliy, Niv Granot…·Michal Irani

This paper develops a self-supervised method to reconstruct images and classify semantic categories from fMRI data without paired training examples.

86 citationstop 3%

contrastive learningbenchmarking

NeurosciencebioRxivPreprintOct 19, 2018

Deep Convolutional modeling of human face selective columns reveals their role in pictorial face representation

Shany Grossman, Guy Gaziv, Erin M. Yeagle…·Rafael Malach

The paper shows that face-selective brain columns match deep convolutional networks in intermediate layers, suggesting a role in pictorial face representation rather than person identification.

7 citations

humandeep learning