Michał Balcerak

1. Energy Matching: Unifying Flow Matching and Energy-Based Models for Generative Modeling
   2025/04/14 by Michał Balcerak, Michal Balcerak, Balcerak, Michal +14 · 1 voice · 8 citations
   Computer Science · Physics and Astronomy · Mathematics · #Generative Adversarial Networks and Image Synthesis #Model Reduction and Neural Networks #Tensor decomposition and applications
2. Individualizing Glioma Radiotherapy Planning by Optimization of Data and Physics-Informed Discrete Loss
   2023/12/08 by Michał Balcerak, Jonas Weidner, Balcerak, Michal +17 · 5 citations
   Mathematics · #Mathematical Biology Tumor Growth
3. Physics-Regularized Multi-Modal Image Assimilation for Brain Tumor Localization
   2024/09/30 by Michał Balcerak, Balcerak, Michal, Tamaz Amiranashvili +17 · 5 citations
   Computer Science · Medicine · #Medical Image Segmentation Techniques #Medical Imaging Techniques and Applications #Advanced MRI Techniques and Applications
4. Personalized Predictions of Glioblastoma Infiltration: Mathematical Models, Physics-Informed Neural Networks and Multimodal Scans
   2023/11/28 by Zhang, Ray Zirui, Ivan Ezhov, Michał Balcerak +10 · 3 citations
   Mathematics · Medicine · #35Q92 #92-08 #92C50 #FOS: Biological sciences #FOS: Computer and information sciences #FOS: Electrical engineering #Glioma Diagnosis and Treatment #I.2.6 #Image and Video Processing (eess.IV) #J.2 #J.3 #Machine Learning (cs.LG) #Mathematical Biology Tumor Growth #Quantitative Methods (q-bio.QM) #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering