Thomas Naselaris

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 14

Top Topics

Weighted Distance Transforms

Conditional Likelihood

Top Venues

Nat. Mac. Intell.

Publications

Ruogu Lin, Thomas Naselaris, Kendrick N. Kay, Leila Wehbe
Stacked regressions and structured variance partitioning for interpretable brain maps. NeuroImage 298 (2024)
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
MindEye2: Shared-Subject Models Enable fMRI-To-Image With 1 Hour of Data. CoRR (2024)
Benjamin Peters, James J. DiCarlo, Todd M. Gureckis, Ralf Haefner, Leyla Isik, Joshua B. Tenenbaum, Talia Konkle, Thomas Naselaris, Kimberly Stachenfeld, Zenna Tavares, Doris Tsao, Ilker Yildirim, Nikolaus Kriegeskorte
How does the primate brain combine generative and discriminative computations in vision? CoRR (2024)
Reese Kneeland, Jordyn Ojeda, Ghislain St-Yves, Thomas Naselaris
Reconstructing seen images from human brain activity via guided stochastic search. CoRR (2023)
Reese Kneeland, Jordyn Ojeda, Ghislain St-Yves, Thomas Naselaris
Second Sight: Using brain-optimized encoding models to align image distributions with human brain activity. CoRR (2023)
Reese Kneeland, Jordyn Ojeda, Ghislain St-Yves, Thomas Naselaris
Brain-optimized inference improves reconstructions of fMRI brain activity. CoRR (2023)
Aria Y. Wang, Kendrick N. Kay, Thomas Naselaris, Michael J. Tarr, Leila Wehbe
Better models of human high-level visual cortex emerge from natural language supervision with a large and diverse dataset. Nat. Mac. Intell. 5 (12) (2023)
Adrien Doerig, Tim C. Kietzmann, Emily J. Allen, Yihan Wu, Thomas Naselaris, Kendrick N. Kay, Ian Charest
Semantic scene descriptions as an objective of human vision. CoRR (2022)
Zijin Gu, Keith Jamison, Meenakshi Khosla, Emily J. Allen, Yihan Wu, Ghislain St-Yves, Thomas Naselaris, Kendrick N. Kay, Mert R. Sabuncu, Amy Kuceyeski
NeuroGen: Activation optimized image synthesis for discovery neuroscience. NeuroImage 247 (2022)
Maggie Mae Mell, Ghislain St-Yves, Thomas Naselaris
Voxel-to-voxel predictive models reveal unexpected structure in unexplained variance. NeuroImage 238 (2021)
Zijin Gu, Keith Jamison, Meenakshi Khosla, Emily J. Allen, Yihan Wu, Thomas Naselaris, Kendrick N. Kay, Mert R. Sabuncu, Amy Kuceyeski
NeuroGen: activation optimized image synthesis for discovery neuroscience. CoRR (2021)
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
Tracking the Development of Functional Connectomes for Face Processing. Brain Connect. 9 (2) (2019)
Ghislain St-Yves, Thomas Naselaris
The feature-weighted receptive field: an interpretable encoding model for complex feature spaces. NeuroImage 180 (Part) (2018)
Ghislain St-Yves, Thomas Naselaris
Generative Adversarial Networks Conditioned on Brain Activity Reconstruct Seen Images. SMC (2018)
Thomas Naselaris, Cheryl A. Olman, Dustin E. Stansbury, Kamil Ugurbil, Jack L. Gallant
A voxel-wise encoding model for early visual areas decodes mental images of remembered scenes. NeuroImage 105 (2015)
Thomas Naselaris, Kendrick N. Kay, Shinji Nishimoto, Jack L. Gallant
Encoding and decoding in fMRI. NeuroImage 56 (2) (2011)
Jack L. Gallant, Thomas Naselaris, Ryan J. Prenger, Kendrick N. Kay, Dustin Stansbury, Michael Oliver, An Vu, Shinji Nishimoto
Bayesian Reconstruction of Perceptual Experiences from Human Brain Activity. HCI (16) (2009)
Pradeep Ravikumar, Vincent Q. Vu, Bin Yu, Thomas Naselaris, Kendrick N. Kay, Jack L. Gallant
Nonparametric sparse hierarchical models describe V1 fMRI responses to natural images. NIPS (2008)