Author

C. C. H. Cheah

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Biology Disciplines

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Animal Behavior & Cognition· 1

Signature Assays, Organisms & Methods

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Research Focus:cell type annotation· 1 Approach:contrastive learning· 1 Assay:imaging· 1 Organism:mouse· 1

Frequent Co-Authors

E. L. K. Goh· 1 shared E. W. M. Chin· 1 shared H. J. Farm· 1 shared J. Chen· 1 shared K.-H. Chiam· 1 shared T. Zhou· 1 shared

Activity by Year

2022-2022 · peak 1/yr

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6 top collaborators · 15 mutual co-author links

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1 shared paperAnimal Behavior & Cognition

E. L. K. Goh

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1 paper

Recent·Most cited

Animal Behavior & CognitionbioRxivPreprintNov 9, 2022

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

T. Zhou, C. C. H. Cheah, E. W. M. Chin…·K.-H. Chiam

This paper introduces ConstrastivePose, a contrastive learning method for self-supervised feature engineering in pose estimation and behavioral classification of interacting animals, showing improved performance over handcrafted features.

DOI 10.1101/2022.11.09.515746

mouseimaging