Balcerak, Michal

3 publications

MIDL 2026 Brain Tumor Growth Inversion via Differentiable Neural Surrogates Jonas Weidner, Lucas Zimmer, Ivan Ezhov, Michal Balcerak, Björn Menze, Daniel Rückert, Benedikt Wiestler

NeurIPS 2025 Energy Matching: Unifying Flow Matching and Energy-Based Models for Generative Modeling Michal Balcerak, Tamaz Amiranashvili, Antonio Terpin, Suprosanna Shit, Lea Bogensperger, Sebastian Kaltenbach, Petros Koumoutsakos, Bjoern Menze

NeurIPS 2024 Physics-Regularized Multi-Modal Image Assimilation for Brain Tumor Localization Michal Balcerak, Tamaz Amiranashvili, Andreas Wagner, Jonas Weidner, Petr Karnakov, Johannes C. Paetzold, Ivan Ezhov, Petros Koumoutsakos, Benedikt Wiestler, Bjoern Menze