Lightning Pose: improved animal pose estimation via semi-supervised learning, Bayesian ensembling and cloud-native open-source tools
Nature Methods, vol. 21, pp. 1316–1328
Authors 93
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Dan Biderman corresponding
Affiliation as printed
Columbia University, New York, NY, USA. db3236@cumc.columbia.edu
Columbia University, New York, NY, USA
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Matthew R Whiteway corresponding
Affiliation as printed
Columbia University, New York, NY, USA. m.whiteway@columbia.edu
Columbia University, New York, NY, USA
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Affiliation as printed
Columbia University, New York, NY, USA
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Affiliation as printed
Columbia University, New York, NY, USA
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Affiliation as printed
Columbia University, New York, NY, USA
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Affiliation as printed
Columbia University, New York, NY, USA
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Affiliation as printed
Columbia University, New York, NY, USA
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Affiliation as printed
Columbia University, New York, NY, USA
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Affiliation as printed
Champalimaud Centre for the Unknown, Lisbon, Portugal
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Max Planck Institute for Biological Cybernetics
Affiliation as printed
Max Planck Institute for Biological Cybernetics, Tübingen, Germany
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University of California, Los Angeles
Affiliation as printed
University of California, Los Angeles, Los Angeles, CA, USA
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Affiliation as printed
Champalimaud Centre for the Unknown, Lisbon, Portugal
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Affiliation as printed
New York University, New York, NY, USA
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Affiliation as printed
Princeton University, Princeton, NJ, USA
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Affiliation as printed
University College London, London, UK
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Anne E Urai Aachen
Affiliation as printed
Leiden University, Leiden, the Netherlands
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Mortimer B. Zuckerman Mind Brain Behavior Institute · Columbia University
Affiliation as printed
Zuckerman Institute, Columbia University, New York, NY, USA
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Affiliation as printed
Department of Basic Neuroscience, University of Geneva, Geneva, Switzerland
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Affiliation as printed
Cold Spring Harbor Laboratory, Cold Spring Harbor, NY, USA
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Gatsby Computational Neuroscience Unit · University College London
Affiliation as printed
Gatsby Computational Neuroscience Unit, University College London, London, UK
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Gatsby Computational Neuroscience Unit · University College London
Affiliation as printed
Gatsby Computational Neuroscience Unit, University College London, London, UK
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Affiliation as printed
Center for Neural Science, New York University, New York, NY, USA
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Affiliation as printed
Champalimaud Centre for the Unknown, Lisbon, Portugal
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Affiliation as printed
Princeton Neuroscience Institute, Princeton University, Princeton, NJ, USA
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UCL Queen Square Institute of Neurology · University College London
Affiliation as printed
Institute of Neurology, University College London, London, UK
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Affiliation as printed
Department of Biological Structure, University of Washington, Seattle, WA, USA
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Mortimer B. Zuckerman Mind Brain Behavior Institute · Columbia University
Affiliation as printed
Zuckerman Institute, Columbia University, New York, NY, USA
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Affiliation as printed
Department of Applied Physics, Stanford University, Stanford, CA, USA
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Affiliation as printed
Center for Neural Science, New York University, New York, NY, USA
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UCL Queen Square Institute of Neurology · University College London
Affiliation as printed
Institute of Neurology, University College London, London, UK
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Affiliation as printed
Department of Biological Structure, University of Washington, Seattle, WA, USA
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Affiliation as printed
Champalimaud Centre for the Unknown, Lisbon, Portugal
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Affiliation as printed
Champalimaud Centre for the Unknown, Lisbon, Portugal
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Mortimer B. Zuckerman Mind Brain Behavior Institute · Columbia University
Affiliation as printed
Zuckerman Institute, Columbia University, New York, NY, USA
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Max Planck Institute for Biological Cybernetics
Affiliation as printed
Max Planck Institute for Biological Cybernetics, Tübingen, Germany
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Mortimer B. Zuckerman Mind Brain Behavior Institute · Columbia University
Affiliation as printed
Zuckerman Institute, Columbia University, New York, NY, USA
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Sainsbury Wellcome Centre · University College London
Affiliation as printed
Sainsbury-Wellcome Centre, University College London, London, UK
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Affiliation as printed
Institute of Opthalmology, University College London, London, UK
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Affiliation as printed
Champalimaud Centre for the Unknown, Lisbon, Portugal
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Affiliation as printed
Department of Basic Neuroscience, University of Geneva, Geneva, Switzerland
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University of California, Los Angeles
Affiliation as printed
Department of Neurobiology, University of California, Los Angeles, Los Angeles, CA, USA
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University of California, Los Angeles
Affiliation as printed
Department of Molecular and Cell Biology, University of California, Los Angeles, Berkeley, CA, USA
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University of California, Los Angeles
Affiliation as printed
Department of Neurobiology, University of California, Los Angeles, Los Angeles, CA, USA
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Max Planck Institute for Biological Cybernetics
Affiliation as printed
Max Planck Institute for Biological Cybernetics, Tübingen, Germany
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École Normale Supérieure - PSL
Affiliation as printed
Département D’études Cognitives, école Normale Supérieure, Paris, France
Département D'études Cognitives, école Normale Supérieure, Paris, France
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Affiliation as printed
Champalimaud Centre for the Unknown, Lisbon, Portugal
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Massachusetts Institute of Technology
Affiliation as printed
Department of Brain and Cognitive Sciences, Massachusetts Institute of Technology, Cambridge, MA, USA
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Affiliation as printed
Princeton Neuroscience Institute, Princeton University, Princeton, NJ, USA
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Mortimer B. Zuckerman Mind Brain Behavior Institute · Columbia University
Affiliation as printed
Zuckerman Institute, Columbia University, New York, NY, USA
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UCL Queen Square Institute of Neurology · University College London
Affiliation as printed
Institute of Neurology, University College London, London, UK
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Affiliation as printed
Princeton Neuroscience Institute, Princeton University, Princeton, NJ, USA
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Massachusetts Institute of Technology
Affiliation as printed
Department of Brain and Cognitive Sciences, Massachusetts Institute of Technology, Cambridge, MA, USA
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Affiliation as printed
Department of Basic Neuroscience, University of Geneva, Geneva, Switzerland
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Affiliation as printed
Princeton Neuroscience Institute, Princeton University, Princeton, NJ, USA
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Affiliation as printed
Department of Applied Physics, Stanford University, Stanford, CA, USA
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Affiliation as printed
Department of Basic Neuroscience, University of Geneva, Geneva, Switzerland
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Sainsbury Wellcome Centre · University College London
Affiliation as printed
Sainsbury-Wellcome Centre, University College London, London, UK
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École Normale Supérieure - PSL
Affiliation as printed
Département D’études Cognitives, école Normale Supérieure, Paris, France
Département D'études Cognitives, école Normale Supérieure, Paris, France
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Massachusetts Institute of Technology
Affiliation as printed
Department of Brain and Cognitive Sciences, Massachusetts Institute of Technology, Cambridge, MA, USA
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UCL Queen Square Institute of Neurology · University College London
Affiliation as printed
Institute of Neurology, University College London, London, UK
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Affiliation as printed
Wolfson Institute of Biomedical Research, University College London, London, UK
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Gatsby Computational Neuroscience Unit · University College London
Affiliation as printed
Gatsby Computational Neuroscience Unit, University College London, London, UK
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Sainsbury Wellcome Centre · University College London
Affiliation as printed
Sainsbury-Wellcome Centre, University College London, London, UK
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University of California, Los Angeles
Affiliation as printed
Department of Molecular and Cell Biology, University of California, Los Angeles, Berkeley, CA, USA
-
Affiliation as printed
Department of Basic Neuroscience, University of Geneva, Geneva, Switzerland
-
Affiliation as printed
Cold Spring Harbor Laboratory, Cold Spring Harbor, NY, USA
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Gatsby Computational Neuroscience Unit · University College London
Affiliation as printed
Gatsby Computational Neuroscience Unit, University College London, London, UK
-
UCL Queen Square Institute of Neurology · University College London
Affiliation as printed
Institute of Neurology, University College London, London, UK
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Max Planck Institute for Biological Cybernetics
Affiliation as printed
Max Planck Institute for Biological Cybernetics, Tübingen, Germany
-
Affiliation as printed
Institute of Opthalmology, University College London, London, UK
-
Affiliation as printed
Princeton Neuroscience Institute, Princeton University, Princeton, NJ, USA
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Mortimer B. Zuckerman Mind Brain Behavior Institute · Columbia University
Affiliation as printed
Zuckerman Institute, Columbia University, New York, NY, USA
-
Affiliation as printed
Champalimaud Centre for the Unknown, Lisbon, Portugal
-
Gatsby Computational Neuroscience Unit · University College London
Affiliation as printed
Gatsby Computational Neuroscience Unit, University College London, London, UK
-
Affiliation as printed
Wolfson Institute of Biomedical Research, University College London, London, UK
-
Mortimer B. Zuckerman Mind Brain Behavior Institute · Columbia University
Affiliation as printed
Zuckerman Institute, Columbia University, New York, NY, USA
-
Massachusetts Institute of Technology
Affiliation as printed
Department of Brain and Cognitive Sciences, Massachusetts Institute of Technology, Cambridge, MA, USA
-
Affiliation as printed
Champalimaud Centre for the Unknown, Lisbon, Portugal
-
Affiliation as printed
Wolfson Institute of Biomedical Research, University College London, London, UK
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Sainsbury Wellcome Centre · University College London
Affiliation as printed
Sainsbury-Wellcome Centre, University College London, London, UK
-
Affiliation as printed
Princeton Neuroscience Institute, Princeton University, Princeton, NJ, USA
-
Affiliation as printed
Center for Neural Science, New York University, New York, NY, USA
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University of California, Los Angeles
Affiliation as printed
Department of Neurobiology, University of California, Los Angeles, Los Angeles, CA, USA
-
Affiliation as printed
Center for Computational Neuroscience, University of Washington, Seattle, WA, USA
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Affiliation as printed
Department of Biological Structure, University of Washington, Seattle, WA, USA
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Sainsbury Wellcome Centre · University College London
Affiliation as printed
Sainsbury-Wellcome Centre, University College London, London, UK
-
Mortimer B. Zuckerman Mind Brain Behavior Institute · Columbia University
Affiliation as printed
Zuckerman Institute, Columbia University, New York, NY, USA
-
Affiliation as printed
Princeton Neuroscience Institute, Princeton University, Princeton, NJ, USA
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Sainsbury Wellcome Centre · University College London
Affiliation as printed
Sainsbury-Wellcome Centre, University College London, London, UK
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Affiliation as printed
Department of Physiology, University of Yamanashi, Kofu, Yamanashi, Japan
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Affiliation as printed
Department of Biological Structure, University of Washington, Seattle, WA, USA
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Max Planck Institute for Biological Cybernetics
Affiliation as printed
Max Planck Institute for Biological Cybernetics, Tübingen, Germany
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Mortimer B. Zuckerman Mind Brain Behavior Institute · Columbia University
Affiliation as printed
Columbia University, New York, NY, USA
Zuckerman Institute, Columbia University, New York, NY, USA
Cited by 87 stored of 86
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