Divergence is Uncertainty: A Closed-Form Posterior Covariance for Flow Matching
arXiv:2605.00941v1 Announce Type: new
Abstract: Flow matching has become a leading framework for generative modeling, but quantifying the uncertainty of its samples remains an open problem. Existing approaches retrain the model with auxiliary variance…