Mischa Neil Dombrowski

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Professur für Image Data Exploration and Analysis

Publications

(9)

Enabling PSO-Secure Synthetic Data Sharing Using Diversity-Aware Diffusion Models (2025) Dombrowski MN, Kainz B Conference contribution Image Generation Diversity Issues and How to Tame Them (2025) Dombrowski MN, Zhang W, Cechnicka S, Reynaud H, Kainz B Conference contribution, Original article Data-Centric Benchmarking of Neural Network Architectures for the Univariate Time Series Forecasting Task (2024) Schlieper P, Dombrowski MN, Nguyen A, Zanca D, Eskofier B Journal article Trade-Offs in Fine-Tuned Diffusion Models between Accuracy and Interpretability (2024) Dombrowski MN, Reynaud H, Müller J, Baugh M, Kainz B Conference contribution, Conference Contribution Foreground-Background Separation through Concept Distillation from Generative Image Foundation Models (2024) Dombrowski MN, Reynaud H, Baugh M, Kainz B Conference contribution Echonet-synthetic: Privacy-preserving video generation for safe medical data sharing (2024) Reynaud H, Meng Q, Dombrowski MN, Ghosh A, Day T, Gomez A, Leeson P, Kainz B Conference contribution, Original article Confidence-Aware and Self-supervised Image Anomaly Localisation (2023) Müller J, Baugh M, Tan J, Dombrowski MN, Kainz B Conference contribution Feature-Conditioned Cascaded Video Diffusion Models for Precise Echocardiogram Synthesis (2023) Reynaud H, Qiao M, Dombrowski MN, Day T, Razavi R, Gomez A, Leeson P, Kainz B Conference contribution, Original article D’ARTAGNAN: Counterfactual Video Generation (2022) Reynaud H, Vlontzos A, Dombrowski MN, Gilligan Lee C, Beqiri A, Leeson P, Kainz B Conference contribution