Publications

(2023). Reproducibility of in-vivo electrophysiological measurements in mice. bioRxiv 2023 (under review).

PDF Cite

(2023). Lightning Pose: improved animal pose estimation via semi-supervised learning, Bayesian ensembling, and cloud-native open-source tools. Under review.

PDF Cite Code NVIDIA TechBlog

(2021). Partitioning variability in animal behavioral videos using semi-supervised variational autoencoders. In PLoS Comp. Biol.

PDF Cite Source Document

(2021). Bias-Free Scalable Gaussian Processes via Randomized Truncations. In ICML 2021.

PDF Cite Code Slides Video Source Document

(2020). Inverse Articulated-Body Dynamics from Video via Variational Sequential Monte Carlo. In NeurIPS DiffCVGP 2020 (Oral).

PDF Cite Video

(2019). BehaveNet: nonlinear embedding and Bayesian neural decoding of behavioral videos. In NeurIPS 2019.

PDF Cite Source Document

(2017). Contingent Capture Is Weakened in Search for Multiple Features From Different Dimensions. In JEP HPP.

PDF Cite Source Document