Thomas Naselaris

23 papers A* 2B 1Journal 18Unranked 2
YearRankTypeTitle / Venue / Authors
2025 J jnl
Disentangling signal and noise in neural responses through generative modeling.
PLoS Comput. Biol.
Kendrick N. Kay, Jacob S. Prince, Thomas Gebhart, Greta Tuckute, Jingyang Zhou, Thomas Naselaris, Heiko H. Schütt
2025 A* conf
NSD-Imagery: A Benchmark Dataset for Extending fMRI Vision Decoding Methods to Mental Imagery.
CVPR
Reese Kneeland, Paul S. Scotti, Ghislain St-Yves, Jesse Breedlove, Kendrick N. Kay, Thomas Naselaris
2025 J jnl
NSD-Imagery: A benchmark dataset for extending fMRI vision decoding methods to mental imagery.
CoRR
Reese Kneeland, Paul S. Scotti, Ghislain St-Yves, Jesse Breedlove, Kendrick N. Kay, Thomas Naselaris
2025 J jnl
Variation in the geometry of concept manifolds across human visual cortex.
PLoS Comput. Biol.
Ghislain St-Yves, Kendrick N. Kay, Thomas Naselaris
2024 J jnl
How does the primate brain combine generative and discriminative computations in vision?
CoRR
Benjamin Peters, James J. DiCarlo, Todd M. Gureckis, Ralf Haefner, Leyla Isik, Joshua B. Tenenbaum, Talia Konkle, Thomas Naselaris, Kimberly L. Stachenfeld, Zenna Tavares, Doris Tsao, Ilker Yildirim, Nikolaus Kriegeskorte
2024 A* conf
MindEye2: Shared-Subject Models Enable fMRI-To-Image With 1 Hour of Data.
ICML
Paul S. Scotti, Mihir Tripathy, Cesar Torrico, Reese Kneeland, Tong Chen, Ashutosh Narang, Charan Santhirasegaran, Jonathan Xu, Thomas Naselaris, Kenneth A. Norman, Tanishq Mathew Abraham
2024 J jnl
MindEye2: Shared-Subject Models Enable fMRI-To-Image With 1 Hour of Data.
CoRR
Paul S. Scotti, Mihir Tripathy, Cesar Kadir Torrico Villanueva, Reese Kneeland, Tong Chen, Ashutosh Narang, Charan Santhirasegaran, Jonathan Xu, Thomas Naselaris, Kenneth A. Norman, Tanishq Mathew Abraham
2024 J jnl
Stacked regressions and structured variance partitioning for interpretable brain maps.
NeuroImage
Ruogu Lin, Thomas Naselaris, Kendrick N. Kay, Leila Wehbe
2023 J jnl
Better models of human high-level visual cortex emerge from natural language supervision with a large and diverse dataset.
Nat. Mac. Intell.
Aria Y. Wang, Kendrick N. Kay, Thomas Naselaris, Michael J. Tarr, Leila Wehbe
2023 J jnl
Brain-optimized inference improves reconstructions of fMRI brain activity.
CoRR
Reese Kneeland, Jordyn Ojeda, Ghislain St-Yves, Thomas Naselaris
2023 J jnl
Reconstructing seen images from human brain activity via guided stochastic search.
CoRR
Reese Kneeland, Jordyn Ojeda, Ghislain St-Yves, Thomas Naselaris
2023 J jnl
Second Sight: Using brain-optimized encoding models to align image distributions with human brain activity.
CoRR
Reese Kneeland, Jordyn Ojeda, Ghislain St-Yves, Thomas Naselaris
2022 J jnl
NeuroGen: Activation optimized image synthesis for discovery neuroscience.
NeuroImage
Zijin Gu, Keith Jamison, Meenakshi Khosla, Emily J. Allen, Yihan Wu, Ghislain St-Yves, Thomas Naselaris, Kendrick N. Kay, Mert R. Sabuncu, Amy Kuceyeski
2022 J jnl
Semantic scene descriptions as an objective of human vision.
CoRR
Adrien Doerig, Tim C. Kietzmann, Emily J. Allen, Yihan Wu, Thomas Naselaris, Kendrick N. Kay, Ian Charest
2021 J jnl
NeuroGen: activation optimized image synthesis for discovery neuroscience.
CoRR
Zijin Gu, Keith Jamison, Meenakshi Khosla, Emily J. Allen, Yihan Wu, Thomas Naselaris, Kendrick N. Kay, Mert R. Sabuncu, Amy Kuceyeski
2021 J jnl
Voxel-to-voxel predictive models reveal unexpected structure in unexplained variance.
NeuroImage
Maggie Mae Mell, Ghislain St-Yves, Thomas Naselaris
2019 J jnl
Tracking the Development of Functional Connectomes for Face Processing.
Brain Connect.
Jane E. Joseph, Davy Vanderweyen, Joshua E. Swearingen, Brandon K. Vaughan, Derek Novo, Xun Zhu, Mulugeta Gebregziabher, Leonardo Bonilha, Ramesh S. Bhatt, Thomas Naselaris, Brian Dean
2018 B conf
Generative Adversarial Networks Conditioned on Brain Activity Reconstruct Seen Images.
SMC
Ghislain St-Yves, Thomas Naselaris
2018 J jnl
The feature-weighted receptive field: an interpretable encoding model for complex feature spaces.
NeuroImage
Ghislain St-Yves, Thomas Naselaris
2015 J jnl
A voxel-wise encoding model for early visual areas decodes mental images of remembered scenes.
NeuroImage
Thomas Naselaris, Cheryl A. Olman, Dustin E. Stansbury, Kâmil Ugurbil, Jack L. Gallant
2011 J jnl
Encoding and decoding in fMRI.
NeuroImage
Thomas Naselaris, Kendrick N. Kay, Shinji Nishimoto, Jack L. Gallant
2009 — conf
Bayesian Reconstruction of Perceptual Experiences from Human Brain Activity.
HCI (16)
Jack L. Gallant, Thomas Naselaris, Ryan J. Prenger, Kendrick N. Kay, Dustin Stansbury, Michael Oliver, An Vu, Shinji Nishimoto
2008 — conf
Nonparametric sparse hierarchical models describe V1 fMRI responses to natural images.
NIPS
Pradeep Ravikumar, Vincent Q. Vu, Bin Yu, Thomas Naselaris, Kendrick N. Kay, Jack L. Gallant