Author

J. M. Graving

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· 3

Signature Assays, Organisms & Methods

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Approach:deep learning· 2 Assay:imaging· 2 Research Focus:cell type annotation· 1 Research Focus:clustering· 1 Research Focus:dimensionality reduction· 1 Approach:experimental assay· 1 Research Focus:software / tool· 1 Approach:statistical model· 1

Frequent Co-Authors

I. D. Couzin· 3 shared B. Koger· 2 shared B. R. Costelloe· 2 shared A. Deshpande· 1 shared D. Chae· 1 shared H. Naik· 1 shared J. T. Kerby· 1 shared L. Li· 1 shared

Activity by Year

2019-2022 · peak 1/yr

Co-Author Collaboration Network

8 top collaborators · 22 mutual co-author links

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3 shared papersAnimal Behavior & Cognition

I. D. Couzin

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Author profile →

3 papers

Recent·Most cited

Quantifying the movement, behavior, and environmental context of group-living animals using drones and computer vision

B. Koger, A. Deshpande, J. T. Kerby, J. M. Graving, B. R. Costelloe, I. D. Couzin

This paper introduces a system using drones and computer vision to track animal movement, posture, and environmental context in natural settings with high spatiotemporal resolution.

bioRxiv · Jun 30, 2022 · PreprintAnimal Behavior & Cognition

VAE-SNE: a deep generative model for simultaneous dimensionality reduction and clustering

J. M. Graving, I. D. Couzin

VAE-SNE is a deep generative model that simultaneously reduces dimensionality and clusters data, performing well on real-world datasets and applicable to various life science data types.

bioRxiv · Jul 17, 2020 · PreprintAnimal Behavior & Cognition

DeepPoseKit, a software toolkit for fast and robust animal pose estimation using deep learning

J. M. Graving, D. Chae, H. Naik, L. Li, B. Koger, B. R. Costelloe, I. D. Couzin

DeepPoseKit provides a fast and robust software toolkit for animal pose estimation using deep learning, improving speed without sacrificing accuracy.

bioRxiv · Sep 4, 2019Animal Behavior & Cognition