Author

John M. Pauly

Stanford UniversityORCID 0000-0001-5918-4172Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Molecular Biology· 1

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Approach:contrastive learning· 1 Approach:deep learning· 1 Assay:imaging· 1

Frequent Co-Authors

Akshay Sanjay ChaudhariiD· 1 shared Dave Van VeeniD· 1 shared Dmitry LyumkisiD· 1 shared Jesús G. Galaz-MontoyaiD· 1 shared Liyue SheniD· 1 shared Michael F. SchmidiD· 1 shared Philip Rupert BaldwiniD· 1 shared Wah ChiuiD· 1 shared

Activity by Year

2024-2024 · peak 1/yr

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8 top collaborators · 28 mutual co-author links

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1 shared paperMolecular Biology

Akshay Sanjay ChaudhariORCID

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1 paper

Recent·Most cited

Molecular BiologyInternational Journal of Molecular SciencesPeer-reviewedMay 17, 2024

Missing Wedge Completion via Unsupervised Learning with Coordinate Networks

Dave Van Veen, Jesús G. Galaz-Montoya, Liyue Shen…·John M. Pauly

This paper introduces an unsupervised learning approach using coordinate networks to address the missing wedge problem in cryoET, improving reconstruction quality and reducing runtime.

8 citations

imagingdeep learning

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