Author

Sophie Benboudjema

Centre National de la Recherche ScientifiqueORCID 0009-0005-9675-3182Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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Approach:deep learning· 1 Research Focus:trajectory inference· 1

Frequent Co-Authors

Adrien BruneliD· 1 shared Amédée RoyiD· 1 shared Christophe BarbraudiD· 1 shared Giannina PassuniiD· 1 shared Guilherme Tavares NunesiD· 1 shared Júlia JacobyiD· 1 shared Julien PatrasiD· 1 shared Karine DelordiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 45 mutual co-author links

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1 shared paperBioinformatics

Adrien BrunelORCID

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1 paper

Recent·Most cited

BioinformaticsbioRxivPreprintJul 20, 2026

From vehicles to wildlife: transferable deep learning for trajectory generation

Julien Patras, Ronan Fablet, Adrien Brunel…·Sophie Bertrand

This paper fine-tunes a diffusion model pre-trained on vehicle GPS data to generate ecologically realistic animal movement trajectories, outperforming baselines in speed and accuracy.

DOI 10.64898/2026.07.14.736596

deep learningtrajectory inference

𝕏 PostBluesky