Sommer, Stefan

7 publications

AISTATS 2025 Infinite-Dimensional Diffusion Bridge Simulation via Operator Learning Gefan Yang, Elizabeth Louise Baker, Michael Lind Severinsen, Christy Anna Hipsley, Stefan Sommer

ICML 2025 Neural Guided Diffusion Bridges Gefan Yang, Frank Van Der Meulen, Stefan Sommer

AISTATS 2025 Score Matching for Bridges Without Learning Time-Reversals Elizabeth Louise Baker, Moritz Schauer, Stefan Sommer

NeurIPS 2024 Conditioning Non-Linear and Infinite-Dimensional Diffusion Processes Elizabeth Louise Baker, Gefan Yang, Michael L. Severinsen, Christy Anna Hipsley, Stefan Sommer

ECCV 2010 Gaussian-like Spatial Priors for Articulated Tracking Søren Hauberg, Stefan Sommer, Kim Steenstrup Pedersen

ECCV 2010 Manifold Valued Statistics, Exact Principal Geodesic Analysis and the Effect of Linear Approximations Stefan Sommer, François Lauze, Søren Hauberg, Mads Nielsen

CVPRW 2009 Bicycle Chain Shape Models Stefan Sommer, Aditya Tatu, Chen Chen, D. R. Jurgensen, Marleen de Bruijne, Marco Loog, Mads Nielsen, François Lauze