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176 Publications

Statistical mechanics of support vector regression

A. Canatar, S. Chung

Physical Review E, 112: 025301

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August 4, 2025

Statistical mechanics of support vector regression

@article{78dr-c4xd,
  title = {Statistical mechanics of support vector regression},
  author = {Canatar, Abdulkadir and Chung, SueYeon},
  journal = {Phys. Rev. E},
  volume = {112},
  issue = {2},
  pages = {025301},
  numpages = {25},
  year = {2025},
  month = {Aug},
  publisher = {American Physical Society},
  doi = {10.1103/78dr-c4xd},
  url = {https://link.aps.org/doi/10.1103/78dr-c4xd}
}

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Comprehensive characterization of human color discrimination thresholds

Fangfang Hong, Ruby Bouhassira, Jason Chow, Craig Sanders, Michael Shvartsman, Phillip Guan, A. Williams, D. H. Brainard

bioRxiv: 2025.07. 16.665219

July 21, 2025

Representational drift and learning-induced stabilization in the piriform cortex

Guillermo B. Morales, Miguel A. Muñoz, Y. Tu

Proceedings of the National Academy of Sciences, 122: (29) e2501811122

July 16, 2025

Variations in neuronal selectivity create efficient representational geometries for perception

S. Saraf, J. A. Movshon, S. Chung

biorxiv:2025.06.26.661754v1

June 28, 2025

Learning normalized image densities via dual score matching

F. Guth, Z. Kadkhodaie, E. P. Simoncelli

arXiv:2506.05310

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June 5, 2025

Learning normalized image densities via dual score matching

@TECHREPORT{Guth25,
     TITLE= "Learning normalized image densities via dual score matching",
     AUTHOR= "Florentin Guth and Zahra Kadkhodaie and Eero P. Simoncelli",
     MONTH= "Jun",
     YEAR= "2025",
     INSTITUTION= "arXiv.org e-prints",
     NUMBER= "2506.05310",
     primaryClass= "cs.LG",
     DOI= "10.48550/arXiv.2506.05310",
     URL= "https://arxiv.org/abs/2506.05310",
     PDF-URL= "https://arxiv.org/pdf/2506.05310",
}

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Elucidating the representation of images within an unconditional diffusion model denoiser

Z. Kadkhodaie, S. Mallat, E. P. Simoncelli

arXiv:2506.01912

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June 2, 2025

Elucidating the representation of images within an unconditional diffusion model denoiser

@TECHREPORT{Kadkhodaie25,
     TITLE= "Elucidating the representation of images within an
     unconditional diffusion model denoiser",
     AUTHOR= "Zahra Kadkhodaie and St\'{e}phane Mallat and Eero P. Simoncelli",
     MONTH= "Jun",
     YEAR= 2025,
     INSTITUTION= "arXiv.org e-prints",
     NUMBER= "2506.01912",
     primaryClass= {cs.CV},
     DOI= "10.48550/arXiv.2506.01912",
     URL= "https://arxiv.org/abs/2506.01912",
     PDF-URL= "https://arxiv.org/pdf/2506.01912",
}

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Detecting Moving Objects During Self-motion

H. Lutwak

arXiv:2505.06686v2

New York University ProQuest Dissertations & Theses, 31640598

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May 10, 2025

Detecting Moving Objects During Self-motion

@PHDTHESIS{Lutwak-phd,
     TITLE= "Detecting Moving Objects During Self-motion",
     AUTHOR= "Hope Lutwak",
     ADVISOR= "Eero P. Simoncelli",
     SCHOOL= "Center for Neural Science, New York University",
     ADDRESS= "New York, NY",
     YEAR= 2025,
     MONTH= "Jan",
     PDF-URL= "https://www.cns.nyu.edu/pub/lcv/lutwak-phd.pdf",
}

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Detection of Moving Objects Using Self-motion Constraints on Optic Flow

H. Lutwak, Bas Rokers, E. P. Simoncelli

arXiv:2505.06686

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May 10, 2025

Detection of Moving Objects Using Self-motion Constraints on Optic Flow

@TECHREPORT{Lutwak25a,
     % TITLE= "3D Constraints on Local Motion to Detect Moving Objects",
     TITLE= "Detection of moving objects using self-motion constraints on optic flow",
     AUTHOR= "Hope Lutwak and Bas Rokers and Eero P. Simoncelli",
     MONTH= "May",
     YEAR= 2025,
     INSTITUTION= "arXiv.org e-prints",
     NUMBER= "2505.06686",
     primaryClass= {q-bio.NC},
     DOI= "10.48550/arXiv.2505.06686",
     URL= "https://arxiv.org/abs/2505.06686",
     PDF-URL= "https://arxiv.org/pdf/2505.06686",
}

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The first complete 3D reconstruction and morphofunctional mapping of an insect eye

Anastasia A Makarova, N. Chua, Anna V Diakova, Inna A Desyatirkina, P. Gunn, Song Pang, C Shan Xu, Herald F Hess, D. Chklovskii, Alexey A Polilov

bioRxiv:2024.09.30.615804v1

eLife, 14:RP103247

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May 1, 2025

The first complete 3D reconstruction and morphofunctional mapping of an insect eye

@article{Makarova_Chua_Chklovskii_bioRxiv:2024.09.30.615804_2024,
title = {{The first complete 3D reconstruction and morphofunctional mapping of an insect eye}},
author = {Makarova, Anastasia A. and Chua, Nicholas J. and Diakova, Anna V. and Desyatirkina, Inna A. and Gunn, Pat and Pang, Song and Xu, C. Shan and Hess, Harald and Chklovskii, Dmitri B. and Polilov, Alexey A.},
abstract = {The structure of compound eyes in arthropods has been the subject of many studies, revealing important biological principles. Until recently, these studies were constrained by the two-dimensional nature of available ultrastructural data. By taking advantage of the novel three-dimensional ultrastructural dataset obtained using volume electron microscopy (vEM), we present the first cellular-level reconstruction of the whole compound eye of an insect, the miniaturized parasitoid wasp Megaphragma viggianii. The compound eye of the female M. viggianii consists of 29 ommatidia and contains 478 cells. Despite the almost anucleate brain, all cells of the compound eye contain nuclei. As in larger insects, the dorsal rim area (DRA) of the eye in M. viggianii contains ommatidia that are believed to be specialized in polarized light detection as reflected in their corneal and retinal morphology. We report the presence of three {\textquoteleft}ectopic{\textquoteright} photoreceptors. Our results offer new insights into the miniaturization of compound eyes and scaling of sensory organs in general.},
acrosscenters = {no},
external = {yes},
highlight = {no},
eprint = {bioRxiv:2024.09.30.615804},
archivePrefix = {bioRxiv},
year_posted = {2024},
center = {CCN},
OpenAccessURL = {https://www.biorxiv.org/content/10.1101/2024.09.30.615804v2},
year = {2025}
}

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Perceptual learning improves discrimination but does not reduce distortions in appearance

Sarit F.A. Szpiro, Charlie S. Burlingham, E. P. Simoncelli, Marisa Carrasco

PLOS Computational Biology, 21(4): e1012980

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April 15, 2025

Perceptual learning improves discrimination but does not reduce distortions in appearance

@ARTICLE{Szpiro25,
     TITLE= "Perceptual learning improves discrimination but does not
     reduce distortions in appearance",
     AUTHOR= "SFA Szpiro and CS Burlingham and EP Simoncelli and M Carrasco",
     MONTH= "Apr",
     YEAR= 2025,
     JOURNAL= "PLOS Computational Biology",
     DOI= "10.1371/journal.pcbi.1012980",
     PDF-URL= "https://www.cns.nyu.edu/pub/lcv/szpiro25.pdf",
}

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