Shape of my heart: Cardiac models through learned signed distance
functionsInternational Conference on Medical Imaging with Deep Learning (MIDL), 2023 |
Optimization on Manifolds via Graph Gaussian ProcessesSIAM Journal on Mathematics of Data Science (SIMODS), 2022 |
A Sheaf-Theoretic Construction of Shape SpaceFoundations of Computational Mathematics (FoCM), 2022 |
Geometry-Aware Hierarchical Bayesian Learning on ManifoldsIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2021 Yonghui Fan Yalin Wang |
Inference for Gaussian Processes with Matérn Covariogram on Compact
Riemannian ManifoldsJournal of machine learning research (JMLR), 2021 |
Nyström landmark sampling and regularized Christoffel functionsMachine-mediated learning (ML), 2019 |