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