Author

Frederic Zuberer

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

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Ecology· 1

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

Frequent Co-Authors

Andrew Hoey· 1 shared Anne Haguenauer· 1 shared Ben WilliamsiD· 1 shared David Curnick· 1 shared Emma Weschke· 1 shared Jamaluddin Jompa· 1 shared Kate E. JonesiD· 1 shared Laura Richardson· 1 shared

Activity by Year

2024-2024 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 45 mutual co-author links

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1 shared paperEcology

Andrew Hoey

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1 paper

Recent·Most cited

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

Ben Williams, Santiago M. Balvanera, Sarab S. Sethi, Timothy A.C. Lamont, Jamaluddin Jompa, Mochyudho Prasetya, Laura Richardson, Lucille Chapuis, Emma Weschke, Andrew Hoey, Ricardo Beldade, Suzanne C. Mills, Anne Haguenauer, Frederic Zuberer, Stephen D. Simpson, , Kate E. Jones

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

bioRxiv · Feb 2, 2024Ecology