Pidstrigach, Jakiw

5 publications

ICML 2025 Conditioning Diffusions Using Malliavin Calculus Jakiw Pidstrigach, Elizabeth Louise Baker, Carles Domingo-Enrich, George Deligiannidis, Nikolas Nüsken

NeurIPS 2025 Diffusion Models and the Manifold Hypothesis: Log-Domain Smoothing Is Geometry Adaptive Tyler Farghly, Peter Potaptchik, Samuel Howard, George Deligiannidis, Jakiw Pidstrigach

JMLR 2024 Infinite-Dimensional Diffusion Models Jakiw Pidstrigach, Youssef Marzouk, Sebastian Reich, Sven Wang

TMLR 2024 Tweedie Moment Projected Diffusions for Inverse Problems Benjamin Boys, Mark Girolami, Jakiw Pidstrigach, Sebastian Reich, Alan Mosca, Omer Deniz Akyildiz

NeurIPS 2022 Score-Based Generative Models Detect Manifolds Jakiw Pidstrigach