Author

SoHyung Kim

Institute for Basic Science

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Biology Disciplines

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Neuroscience· 1

Signature Assays, Organisms & Methods

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Research Focus:clustering· 1 Approach:deep learning· 1 Assay:imaging· 1 Organism:mouse· 1 Approach:statistical model· 1

Frequent Co-Authors

Changjoon Justin LeeiD· 1 shared Dong-Kyum KimiD· 1 shared Jea KwoniD· 1 shared Jinhyeong JooiD· 1 shared Meeyoung ChaiD· 1 shared Sunpil KimiD· 1 shared

Activity by Year

2024-2024 · peak 1/yr

Co-Author Collaboration Network

6 top collaborators · 15 mutual co-author links

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1 shared paperNeuroscience

Changjoon Justin LeeORCID

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1 paper

Recent·Most cited

SUBTLE: An unsupervised platform with temporal link embedding that maps animal behavior

Jea Kwon, Sunpil Kim, Dong-Kyum Kim, Jinhyeong Joo, SoHyung Kim, Meeyoung Cha, Changjoon Justin Lee

SUBTLE maps animal behavior from 3D action skeletons using an unsupervised framework, achieving superior performance in capturing behavioral repertoires and identifying inter-group differences through temporal representation.

International Journal of Computer Vision · May 20, 2024Peer-reviewedNeuroscience