Author

F. Plum

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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Animal Behavior & Cognition· 1 Ecology· 1

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 2 Approach:deep learning· 2 Assay:imaging· 2

Frequent Co-Authors

D. Labonte· 2 shared C. Bischoff· 1 shared H. Beck· 1 shared L. Plum· 1 shared N. Imirzian· 1 shared R. Bulla· 1 shared

Activity by Year

2023-2024 · peak 1/yr

Co-Author Collaboration Network

6 top collaborators · 9 mutual co-author links

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2 shared papersEcology

D. Labonte

Mutual co-authors in cluster

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2 papers

Recent·Most cited

WOLO: Wilson Only Looks Once - Estimating ant body mass from reference-free images using deep convolutional neural networks

F. Plum, L. Plum, C. Bischoff, D. Labonte

This paper develops WOLO, a deep learning model that estimates ant body mass from reference-free images, achieving accuracy comparable to humans and significantly faster.

bioRxiv · May 15, 2024 · PreprintEcology

replicAnt: A pipeline for generating annotatedimages of animals in complex environments usingUnreal Engine

F. Plum, R. Bulla, H. Beck, N. Imirzian, D. Labonte

replicAnt generates synthetic annotated images for animal behavior research, reducing hand-annotation needs and improving model robustness.

bioRxiv · Apr 20, 2023Animal Behavior & Cognition