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Mackenzie W. Mathis

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AmadeusGPT: a natural language interface for interactive animal behavioral analysis

Jul 10, 2023
Shaokai Ye, Jessy Lauer, Mu Zhou, Alexander Mathis, Mackenzie W. Mathis

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Seeing biodiversity: perspectives in machine learning for wildlife conservation

Oct 25, 2021
Devis Tuia, Benjamin Kellenberger, Sara Beery, Blair R. Costelloe, Silvia Zuffi, Benjamin Risse, Alexander Mathis, Mackenzie W. Mathis, Frank van Langevelde, Tilo Burghardt, Roland Kays, Holger Klinck, Martin Wikelski, Iain D. Couzin, Grant van Horn, Margaret C. Crofoot, Charles V. Stewart, Tanya Berger-Wolf

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AcinoSet: A 3D Pose Estimation Dataset and Baseline Models for Cheetahs in the Wild

Mar 24, 2021
Daniel Joska, Liam Clark, Naoya Muramatsu, Ricardo Jericevich, Fred Nicolls, Alexander Mathis, Mackenzie W. Mathis, Amir Patel

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Measuring and modeling the motor system with machine learning

Mar 22, 2021
Sébastien B. Hausmann, Alessandro Marin Vargas, Alexander Mathis, Mackenzie W. Mathis

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A Primer on Motion Capture with Deep Learning: Principles, Pitfalls and Perspectives

Sep 02, 2020
Alexander Mathis, Steffen Schneider, Jessy Lauer, Mackenzie W. Mathis

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Deep learning tools for the measurement of animal behavior in neuroscience

Oct 18, 2019
Mackenzie W. Mathis, Alexander Mathis

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Pretraining boosts out-of-domain robustness for pose estimation

Sep 24, 2019
Alexander Mathis, Mert Yüksekgönül, Byron Rogers, Matthias Bethge, Mackenzie W. Mathis

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Markerless tracking of user-defined features with deep learning

Apr 09, 2018
Alexander Mathis, Pranav Mamidanna, Taiga Abe, Kevin M. Cury, Venkatesh N. Murthy, Mackenzie W. Mathis, Matthias Bethge

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