Search Results for author: Olaf Dünkel

Found 2 papers, 1 papers with code

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

2 code implementations8 Apr 2024 Olaf Dünkel, Tim Salzmann, Florian Pfaff

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.

Density Estimation

Sample-Specific Output Constraints for Neural Networks

no code implementations23 Mar 2020 Mathis Brosowsky, Olaf Dünkel, Daniel Slieter, Marius Zöllner

For illustration purposes, we model ConstraintNet by modifying a CNN and construct constraints for facial landmark prediction tasks.

Decision Making

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