Author

Corentin Bernard

Centre National de la Recherche ScientifiqueORCID 0000-0003-1441-0046Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 2 Neuroscience· 1

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 2 Approach:experimental assay· 1 Approach:machine learning (classical)· 1 Approach:statistical model· 1

Frequent Co-Authors

Ben McEweniD· 2 shared Dan StowelliD· 2 shared Benjamin CretoisiD· 1 shared Etienne ThoretiD· 1 shared Hervé GlotiniD· 1 shared Madeline Fery· 1 shared Ricard MarxeriD· 1 shared Richard Kronland-MartinetiD· 1 shared

Activity by Year

2022-2026 · peak 1/yr

Co-Author Collaboration Network

9 top collaborators · 16 mutual co-author links

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2 shared papersBioinformatics

Ben McEwenORCID

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3 papers

Recent·Most cited

BioinformaticsThe Journal of the Acoustical Society of AmericaPeer-reviewedJun 1, 2026

Data-driven Sampling Strategies for Fine-Tuning Bird Detection Models

Corentin Bernard, Ben McEwen, Benjamin Cretois…·Ricard Marxer

This paper develops data-driven sampling strategies to improve bird detection models by selecting the most impactful samples for fine-tuning with limited annotations.

1 citation

statistical modelbenchmarking

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BioinformaticsbioRxivPreprintSep 1, 2025

Stratified Active Learning for Spatiotemporal Generalisation in Large-Scale Bioacoustic Monitoring

Ben McEwen, Corentin Bernard, Dan Stowell

This paper introduces stratified active learning to improve model generalisation across spatiotemporal strata in bioacoustic monitoring.

3 citations

machine learning (classical)benchmarking

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NeuroscienceJASA Express LettersPeer-reviewedDec 1, 2022

Tactile perception of auditory roughness

Corentin Bernard, Richard Kronland-Martinet, Madeline Fery…·Etienne Thoret

This study compares auditory and tactile perception of roughness using similar stimuli and finds similar sensory processing characteristics in both modalities.

6 citations

experimental assay

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