Author

Xuan Guo

Center for Life SciencesORCID 0000-0002-8924-7434Unclaimed ORCID profile · follow to get notified of new preprints

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Xuan Guo1 paper

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Neuroscience· 1

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Research Focus:benchmarking· 1 Research Focus:cell-cell communication· 1 Approach:contrastive learning· 1 Approach:deep learning· 1 Organism:human· 1 Assay:imaging· 1 Organism:mouse· 1 Research Focus:trajectory inference· 1

Frequent Co-Authors

Bo LeiiD· 1 shared Junqiang Hu· 1 shared Shuaishuai LiiD· 1 shared Wei ZhangiD· 1 shared Xiaohong XuiD· 1 shared Yinjun JiaiD· 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 paperNeuroscience

Bo LeiORCID

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1 paper

Recent·Most cited

Selfee: Self-supervised Features Extraction of animal behaviors

Yinjun Jia, Shuaishuai Li, Xuan Guo, Bo Lei, Junqiang Hu, Xiaohong Xu, Wei Zhang

Selfee extracts comprehensive and discriminative features from raw animal behavior videos using self-supervised learning, enabling anomaly detection and temporal analysis.

eLife · Jun 16, 2022Peer-reviewedNeuroscience