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Guy Gaziv
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From Voxels to Pixels and Back: Self-Supervision in Natural-Image Reconstruction From fMRI
R Beliy*, G Gaziv*, A Hoogi, F Strappini, T Golan, M Irani
Advances in Neural Information Processing Systems (NeurIPS) 32, 2019
1342019
Convergent Evolution of Face Spaces Across Human Face-Selective Neuronal Groups and Deep Convolutional Networks
S Grossman*, G Gaziv*, EM Yeagle, M Harel, P Mégevand, DM Groppe, ...
Nature communications 10 (1), 1-13, 2019
1152019
Self-supervised natural image reconstruction and large-scale semantic classification from brain activity
G Gaziv, R Beliy, N Granot, A Hoogi, F Strappini, T Golan, M Irani
NeuroImage 254, 119121, 2022
792022
A Reduced-Dimensionality Approach to Uncovering Dyadic Modes of Body Motion in Conversations
G Gaziv, L Noy, Y Liron, U Alon
PloS one 12 (1), e0170786, 2017
222017
A penny for your (visual) thoughts: Self-supervised reconstruction of natural movies from brain activity
G Kupershmidt, R Beliy, G Gaziv, M Irani
arXiv preprint arXiv:2206.03544, 2022
182022
Self-Supervised Natural Image Reconstruction and Rich Semantic Classification From Brain Activity
G Gaziv, R Beliy, N Granot, A Hoogi, F Strappini, T Golan, M Irani
bioRxiv, 2020
112020
Robustified ANNs Reveal Wormholes Between Human Category Percepts
G Gaziv*, MJ Lee*, JJ DiCarlo
arXiv preprint arXiv:2308.06887, 2023
92023
More Than Meets the Eye: Self-Supervised Depth Reconstruction From Brain Activity
G Gaziv, M Irani
arXiv preprint arXiv:2106.05113, 2021
52021
Deep Convolutional Modeling of Human Face Selective Columns Reveals Their Role in Pictorial Face Representation
S Grossman*, G Gaziv*, EM Yeagle, M Harel, P Mégevand, DM Groppe, ...
BioRxiv, 444323, 2018
52018
Mé gevand
S Grossman, G Gaziv, EM Yeagle, M Harel
P., Groppe, DM, Khuvis, S., Herrero, JL, Irani, M., Mehta, AD, and Malach, 0
5
Advances in Neural Information Processing Systems
R Beliy, G Gaziv, A Hoogi, F Strappini, T Golan, M Irani
Volume, 2019
42019
Strong and Precise Modulation of Human Percepts via Robustified ANNs
G Gaziv, MJ Lee, JJ DiCarlo
Advances in Neural Information Processing Systems (NeurIPS), 2023
32023
L-WISE: Boosting Human Image Category Learning Through Model-Based Image Selection And Enhancement
M Talbot, B., G Kreiman, J DiCarlo, J., G Gaziv
arXiv preprint arXiv:2412.09765, 2024
2024
Learning To Aggregate Feature Representations
G Gaziv
arXiv preprint arXiv:1907.01034, 2019
2019
The scientific talk: quantifying and modeling the nonverbal interaction
G Gaziv
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Articles 1–15