Author

Mathilde Caron

Meta (United States)ORCID 0000-0001-6594-6698Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Research Focus:cell type annotation· 1 Research Focus:clustering· 1 Approach:deep learning· 1 Research Focus:dimensionality reduction· 1 Assay:imaging· 1 Approach:transformer / foundation model· 1

Frequent Co-Authors

Hugo TouvroniD· 1 shared Juan C. CaicedoiD· 1 shared Michael DoroniD· 1 shared Nikita MoshkoviD· 1 shared Piotr BojanowskiiD· 1 shared Théo MoutakanniiD· 1 shared Wolfgang M. PerniceiD· 1 shared Zitong CheniD· 1 shared

Activity by Year

2023-2023 · peak 1/yr

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8 top collaborators · 28 mutual co-author links

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1 shared paperBioinformatics

Hugo TouvronORCID

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1 paper

Recent·Most cited

BioinformaticsbioRxivPreprintJun 16, 2023

Unbiased single-cell morphology with self-supervised vision transformers

Michael Doron, Théo Moutakanni, Zitong Chen…·Juan C. Caicedo

Self-supervised DINO features, learned without labels, describe cell morphology from subcellular detail to experimental groups and expose a hierarchy of biological and technical variation in three public datasets.

46 citations

imagingdeep learning

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