Author

Jennifer J. Sun

Every paper listing this name carries an ORCID.

Identified by ORCID

Jennifer J. SuniD3 papers · California Institute of Technology

Biology Disciplines

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Neuroscience· 2 Animal Behavior & Cognition· 1

Signature Assays, Organisms & Methods

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Research Focus:cell type annotation· 3 Research Focus:clustering· 3 Assay:imaging· 3 Organism:mouse· 3 Research Focus:benchmarking· 2 Approach:deep learning· 1 Research Focus:differential expression· 1 Research Focus:dimensionality reduction· 1

Frequent Co-Authors

Ann KennedyiD· 2 shared Bo HuiD· 1 shared Bryan SeyboldiD· 1 shared Cristina Segalin· 1 shared David A. RossiD· 1 shared David Hendon· 1 shared David J. AndersoniD· 1 shared Florian SchroffiD· 1 shared

Activity by Year

2021-2026 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 24 mutual co-author links

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2 shared papersNeuroscience

Ann KennedyORCID

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Author profile →

3 papers

Recent·Most cited

A community benchmark enables high-resolution, cross-lab quantification of mouse social behavior

Markus Marks, Ruize Yang, Ziang Liu, Ryan Ye, Lara K. Scaria, Sam A. Golden, Jennifer J. Sun, Talmo Pereira, Ann Kennedy

The paper introduces a benchmark dataset and tool for cross-lab quantification of mouse social behavior, achieving high-resolution and reproducible classification.

bioRxiv · Oct 20, 2026 · PreprintNeuroscience

Video Foundation Models for Animal Behavior Analysis

Jennifer J. Sun, Hao Zhou, Long Zhao, Liangzhe Yuan, Bryan Seybold, David Hendon, Florian Schroff, David A. Ross, Hartwig Adam, Bo Hu, Ting Liu

This paper evaluates frozen video foundation models for animal behavior analysis, showing they achieve competitive performance across diverse datasets and tasks with minimal adaptation.

bioRxiv · Jul 30, 2024 · PreprintAnimal Behavior & Cognition

The Mouse Action Recognition System (MARS) software pipeline for automated analysis of social behaviors in mice

Cristina Segalin, Jalani Williams, Tomomi Karigo, May Hui, Moriel Zelikowsky, Jennifer J. Sun, Pietro Perona, David J. Anderson, Ann Kennedy

The paper introduces MARS, a software pipeline for automated analysis of social behaviors in mice, achieving human-level performance in pose estimation and behavior classification.

eLife · Oct 19, 2021Peer-reviewedNeuroscience