Metric Flow Matching for Smooth Interpolations on the Data Manifold. - Kacper Kapusniak; Peter Potaptchik; Teodora Reu; Leo Zhang; Alexander Tong 001; Michael M. Bronstein; Avishek Joey Bose; Francesco Di Giovanni (NeurIPS, 2024)

Linear Convergence of Diffusion Models Under the Manifold Hypothesis. - Peter Potaptchik; Iskander Azangulov; George Deligiannidis (COLT, 2025)

Generalised Parallel Tempering: Flexible Replica Exchange via Flows and Diffusions. - Leo Zhang; Peter Potaptchik; Arnaud Doucet; Hai-Dang Dau; Saifuddin Syed (CoRR, 2025)

Adaptive Diffusion Guidance via Stochastic Optimal Control. - Iskander Azangulov; Peter Potaptchik; Qinyu Li; Eddie Aamari; George Deligiannidis; Judith Rousseau (CoRR, 2025)

Schrödinger Bridge Matching for Tree-Structured Costs and Entropic Wasserstein Barycentres. - Samuel Howard; Peter Potaptchik; George Deligiannidis (CoRR, 2025)