Guidance Without Labels: Flow Matching from Coupled Gaussian Mixtures

Stanislas Ducotterd, Bassam El Rawas, Michael Unser

Flow matching models are typically trained to transport a Gaussian source to the data distribution, with source and target samples paired independently. We replace the source with…