Florian Pfaff

Normalizing Flows on the Product Space of SO(3) Manifolds for Probabilistic Human Pose Modeling

Normalizing flows have proven their efficacy for density estimation in Euclidean space but their application to rotational representations crucial in various domains such as robotics or human pose modeling remains underexplored. Probabilistic models of the human pose can benefit from approaches that…