Author

David Rolnick

Mila - Quebec Artificial Intelligence InstituteORCID 0000-0002-2855-393XUnclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Ecology· 1

Signature Assays, Organisms & Methods

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Approach:deep learning· 1 Research Focus:ecology & biodiversity· 1 Assay:imaging· 1 Organism:multiple species· 1 Approach:statistical model· 1

Frequent Co-Authors

Lauren GillespieiD· 1 shared Lauren HarrelliD· 1 shared Levente J. KleiniD· 1 shared Sara BeeryiD· 1 shared Timm HauckeiD· 1 shared Yunyi SheniD· 1 shared

Activity by Year

2025-2025 · peak 1/yr

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6 top collaborators · 15 mutual co-author links

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1 shared paperEcology

Lauren GillespieORCID

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1 paper

Recent·Most cited

EcologybioRxivPreprintSep 6, 2025

Seeing Above and Below the Canopy: Modeling and Interpreting Species Occupancy with Multimodal Habitat Representations

Timm Haucke, Lauren Harrell, Yunyi Shen…·Sara Beery

This paper improves species-habitat modeling by integrating AI-derived multimodal habitat data and interpretable AI features for better conservation planning.

1 citation

multiple speciesimaging

𝕏 PostBluesky