ConstrastivePose: A contrastive learning approach for self-supervised feature engineering for pose estimation and behavorial classification of interacting animals

Tianxun Zhou; Calvin Chee Hoe Cheah; Eunice Wei Mun Chin; Jie Chen; Hui Jia Farm; Eyleen Lay Keow Goh; Keng Hwee Chiam

doi:10.1101/2022.11.09.515746

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ConstrastivePose: A contrastive learning approach for self-supervised feature engineering for pose estimation and behavorial classification of interacting animals

View ORCID ProfileTianxun Zhou, Calvin Chee Hoe Cheah, View ORCID ProfileEunice Wei Mun Chin, Jie Chen, View ORCID ProfileHui Jia Farm, Eyleen Lay Keow Goh, View ORCID ProfileKeng Hwee Chiam

doi: https://doi.org/10.1101/2022.11.09.515746

Tianxun Zhou

1Bioinformatics Institute, A*STAR, Singapore

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Calvin Chee Hoe Cheah

2Neuroscience and Mental Health Faculty, Lee Kong Chian School of Medicine, Nanyang Technological University, Singapore

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Eunice Wei Mun Chin

2Neuroscience and Mental Health Faculty, Lee Kong Chian School of Medicine, Nanyang Technological University, Singapore

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Jie Chen

3School of Biological Sciences, Nanyang Technological University, Singapore

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Hui Jia Farm

1Bioinformatics Institute, A*STAR, Singapore

4Department of Computer Science, University of Oxford, Oxford, United Kingdom

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Eyleen Lay Keow Goh

2Neuroscience and Mental Health Faculty, Lee Kong Chian School of Medicine, Nanyang Technological University, Singapore

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Keng Hwee Chiam

1Bioinformatics Institute, A*STAR, Singapore

3School of Biological Sciences, Nanyang Technological University, Singapore

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ORCID record for Keng Hwee Chiam
For correspondence: chiamkh@bii.a-star.edu.sg

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ConstrastivePose: A contrastive learning approach for self-supervised feature engineering for pose estimation and behavorial classification of interacting animals

Tianxun Zhou, Calvin Chee Hoe Cheah, Eunice Wei Mun Chin, Jie Chen, Hui Jia Farm, Eyleen Lay Keow Goh, Keng Hwee Chiam

bioRxiv 2022.11.09.515746; doi: https://doi.org/10.1101/2022.11.09.515746

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ConstrastivePose: A contrastive learning approach for self-supervised feature engineering for pose estimation and behavorial classification of interacting animals

Tianxun Zhou, Calvin Chee Hoe Cheah, Eunice Wei Mun Chin, Jie Chen, Hui Jia Farm, Eyleen Lay Keow Goh, Keng Hwee Chiam

bioRxiv 2022.11.09.515746; doi: https://doi.org/10.1101/2022.11.09.515746

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