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20242026
most citedFlowSDF: Flow Matching for Medical Image Segmentation Using Distance Transforms

2 citations · 2 across the 9 of their papers we have counts for

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cs.LG2026

Generating Physically Consistent Molecules with Energy-Based Models

Christoph Griesbacher, Lea Bogensperger, Andreas Habring +1

Molecules in equilibrium follow a Boltzmann distribution, making the underlying energy landscape a physically grounded modeling objective. However, such landscapes are difficult to…

math.ST2026

Time-Inhomogeneous Preconditioned Langevin Dynamics

Alexander Falk, Laurenz Nagler, Andreas Habring +1

Langevin sampling from distributions of the form faces two major challenges: (global) mode coverage and (local) mode exploration. The first challenge is…