Author

Júlia Jacoby

Universidade Federal do Rio Grande do SulORCID 0000-0002-1995-5865Unclaimed 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 Julien PatrasiD· 1 shared Karine DelordiD· 1 shared Leandro BugoniiD· 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

From vehicles to wildlife: transferable deep learning for trajectory generation

Julien Patras, Ronan Fablet, Adrien Brunel, Amédée Roy, Leandro Bugoni, Guilherme Tavares Nunes, Christophe Barbraud, Júlia Jacoby, Sophie Benboudjema, Giannina Passuni, Karine Delord, 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.

bioRxiv · Jul 20, 2026 · PreprintBioinformatics