Author

Lucille Chapuis

University of BristolORCID 0000-0003-3001-983XUnclaimed 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:clustering· 1 Approach:contrastive learning· 1 Approach:deep learning· 1 Assay:imaging· 1

Frequent Co-Authors

Andrew S. HoeyiD· 1 shared Anne HaguenaueriD· 1 shared Ben WilliamsiD· 1 shared David J. CurnickiD· 1 shared Emma WeschkeiD· 1 shared Frédéric Zuberer· 1 shared Jamaluddin JompaiD· 1 shared Kate E. JonesiD· 1 shared

Activity by Year

2025-2025 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 45 mutual co-author links

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1 shared paperEcology

Andrew S. HoeyORCID

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1 paper

Recent·Most cited

EcologyPLoS Computational BiologyPeer-reviewedApr 28, 2025

Unlocking the soundscape of coral reefs with artificial intelligence: pretrained networks and unsupervised learning win out

Ben Williams, Santiago Martínez Balvanera, Sarab S. Sethi…·Kate E. Jones

This paper demonstrates that pretrained neural networks and unsupervised learning effectively analyze coral reef soundscapes for ecological insights without manual annotation.

25 citationstop 1%

imagingdeep learning

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