Author

Karan Sikka

Columbia UniversityORCID 0000-0002-0187-5322Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

Click to filter author papers

Signature Assays, Organisms & Methods

Click to filter · or open tag

Organism:bacteria (other)· 1 Research Focus:benchmarking· 1 Approach:deep learning· 1 Assay:imaging· 1 Organism:mouse· 1 Organism:non-human primate· 1

Frequent Co-Authors

Benjamin MidleriD· 1 shared Dmitriy AronoviD· 1 shared Ilana B. WitteniD· 1 shared Keemin Lee· 1 shared Lenny Aharon· 1 shared Liam PaninskiiD· 1 shared Matthew R WhitewayiD· 1 shared Selmaan N. ChettihiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

Co-Author Collaboration Network

9 top collaborators · 36 mutual co-author links

Click any collaborator node to inspect or filter shared papers

Focal author (center)Selected co-authorORCID co-authorUnlinked name

Curved chords = mutual co-authorship

1 shared paperNeuroscience

Benjamin MidlerORCID

Mutual co-authors in cluster

Author profile →

1 paper

Recent·Most cited

Lightning Pose 3D: an uncertainty-aware framework for data-efficient multi-view animal pose estimation

Lenny Aharon, Matthew R Whiteway, Karan Sikka, Keemin Lee, Yanchen Wang, Selmaan N. Chettih, Benjamin Midler, Ilana B. Witten, Dmitriy Aronov, Liam Paninski

This paper introduces a framework for multi-view animal pose estimation that improves accuracy and uncertainty estimation with limited labeled data, validated across multiple species.

bioRxiv · Apr 23, 2026 · PreprintNeuroscience