2026
Mirror Flow Matching with Heavy-Tailed Priors for Generative Modeling on Convex Domains
ICLR 2026poster
We study generative modeling on convex domains using flow matching and mirror maps, and identify two fundamental challenges. First, standard log-barrier mirror maps induce heavy-tailed dual distributions, leading to ill-posed dynamics. Second, coupling with Gaussian priors performs poorly when match…