3 papers
cs.CV2026
CSFlow: Aligning Flow Matching with Human Contrast Sensitivity
Malgorzata Galinska, Bart Pogodzinski, Jan Eric Lenssen
We introduce Contrast Sensitive Flow (CSFlow), a weighting scheme that connects the human eye's Contrast Sensitivity Function (CSF) to the iterative denoising steps of flow matchin…
cs.LG2025
Spatial Reasoners for Continuous Variables in Any Domain
Bart Pogodzinski, Christopher Wewer, Bernt Schiele +1
We present Spatial Reasoners, a software framework to perform spatial reasoning over continuous variables with generative denoising models. Denoising generative models have become…
cs.CV2025
Spatial Reasoning with Denoising Models
Christopher Wewer, Bart Pogodzinski, Bernt Schiele +1
We introduce Spatial Reasoning Models (SRMs), a framework to perform reasoning over sets of continuous variables via denoising generative models. SRMs infer continuous representati…