Lightning Pose: improved animal pose estimation via semi-supervised learning, Bayesian ensembling and cloud-native open-source tools

计算机科学姿势人工智能机器学习监督学习深度学习过程（计算）帧（网络）计算机视觉人工神经网络电信操作系统

作者

Dan Biderman,Matthew R Whiteway,Cole Hurwitz,Nicholas Greenspan,Robert S. Lee,Ankit Vishnubhotla,Richard Warren,Federico Pedraja,Dillon Noone,Michael Schartner,Julia M. Huntenburg,Anup Khanal,Guido T. Meijer,Jean‐Paul Noel,Alejandro Pan-Vazquez,Karolina Socha,Anne E. Urai,Larry Abbot,Luigi Acerbi,Valeria Aguillon-Rodriguez,Masoud Ahmadi,Jaweria Amjad,Dora E. Angelaki,Jaime Arlandis,Zoe C. Ashwood,Kush Banga,Hailey Barrell,H Bayer,Barbara J. Benson,Julius Benson,Jai Bhagat,Dan Birman,Niccolò Bonacchi,Kcénia Bougrova,Julien Boussard,Sebastian A. Bruijns,E. Kelly Buchanan,Robert A. A. Campbell,Matteo Carandini,Joana Catarino,Fanny Cazettes,Gaëlle Chapuis,Anne K. Churchland,Yang Dan,M. Felicia Davatolhagh,Peter Dayan,Sophie Denève,Eric DeWitt,Ling Liang Dong,Tatiana A. Engel,Michele Fabbri,Mayo Faulkner,Robert N. Fetcho,Ila Fiete,Charles Findling,Laura Freitas-Silva,Surya Ganguli,Berk Gerçek,Naureen Ghani,Ivan Gordeli,Laura Haetzel,Kenneth D. Harris,Michael Häusser,Naoki Hiratani,Sonja B. Hofer,Fei Hu,Felix Huber,Cole Hurwitz,Anup Khanal,Christopher Krasniak,Sanjukta Krishnagopal,Michael Krumin,Debottam Kundu,Agnès Landemard,Christopher Langdon,Christopher Langfield,Inês C. Laranjeira,Peter Latham,Petrina Lau,Hyun Dong Lee,Ari Liu,Zachary F. Mainen,Amalia Makri-Cottington,Hernando Martinez-Vergara,Brenna McMannon,Isaiah McRoberts,Guido T. Meijer,Maxwell Melin,Leenoy Meshulam,Kim Miller,Nathaniel J Miska,Catalin Mitelut,Zeinab Mohammadi,Thomas D. Mrsic‐Flogel,Masayoshi Murakami,Jean‐Paul Noel,Kai Nylund,Farideh Oloomi,Alejandro Pan-Vazquez,Liam Paninski,Alberto Pezzotta,Samuel Picard,Jonathan W. Pillow,Alexandre Pouget,Florian Rau,Cyrille Rossant,Noam Roth,Nicholas Roy,Kamron Saniee,Rylan Schaeffer,Michael Schartner,Yan-Liang Shi,Carolina Soares,Karolina Socha,Cristian Soitu,Nicholas A. Steinmetz,Karel Svoboda,Marsa Taheri,Charline Tessereau,Anne E. Urai,Erdem Varol,Miles J. Wells,Steven J. West,Matthew R Whiteway,Charles Windolf,Olivier De Winter,Ilana B. Witten,Lauren E Wool,Zekai Xu,Yu Han,Anthony M. Zador,Yizi Zhang,John P. Cunningham,Nathaniel B. Sawtell,Liam Paninski

出处

期刊：Nature Methods [Springer Nature]
日期：2024-06-25 卷期号：21 (7): 1316-1328 被引量：2

链接

nih.govdoi.org

标识

DOI：10.1038/s41592-024-02319-1

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Lightning Pose: improved animal pose estimation via semi-supervised learning, Bayesian ensembling and cloud-native open-source tools

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