D'ARTAGNAN: Counterfactual Video Generation. - Hadrien Reynaud; Athanasios Vlontzos; Mischa Dombrowski; Ciarán M. Gilligan-Lee; Arian Beqiri; Paul Leeson; Bernhard Kainz (MICCAI (8), 2022)

Zero-Shot Object Segmentation through Concept Distillation from Generative Image Foundation Models. - Mischa Dombrowski; Hadrien Reynaud; Matthew Baugh; Bernhard Kainz (CoRR, 2022)

Foreground-Background Separation through Concept Distillation from Generative Image Foundation Models. - Mischa Dombrowski; Hadrien Reynaud; Matthew Baugh; Bernhard Kainz (ICCV, 2023)

Many Tasks Make Light Work: Learning to Localise Medical Anomalies from Multiple Synthetic Tasks. - Matthew Baugh; Jeremy Tan; Johanna P. Müller; Mischa Dombrowski; James Batten; Bernhard Kainz (MICCAI (1), 2023)

Confidence-Aware and Self-supervised Image Anomaly Localisation. - Johanna P. Müller; Matthew Baugh; Jeremy Tan; Mischa Dombrowski; Bernhard Kainz (UNSURE@MICCAI, 2023)

Feature-Conditioned Cascaded Video Diffusion Models for Precise Echocardiogram Synthesis. - Hadrien Reynaud; Mengyun Qiao; Mischa Dombrowski; Thomas G. Day; Reza Razavi; Alberto Gómez 002; Paul Leeson; Bernhard Kainz (MICCAI (10), 2023)

Pay Attention: Accuracy Versus Interpretability Trade-off in Fine-tuned Diffusion Models. - Mischa Dombrowski; Hadrien Reynaud; Johanna P. Müller; Matthew Baugh; Bernhard Kainz (CoRR, 2023)

Quantifying Sample Anonymity in Score-Based Generative Models with Adversarial Fingerprinting. - Mischa Dombrowski; Bernhard Kainz (CoRR, 2023)

Trade-Offs in Fine-Tuned Diffusion Models between Accuracy and Interpretability. - Mischa Dombrowski; Hadrien Reynaud; Johanna P. Müller; Matthew Baugh; Bernhard Kainz (AAAI, 2024)

EchoNet-Synthetic: Privacy-Preserving Video Generation for Safe Medical Data Sharing. - Hadrien Reynaud; Qingjie Meng; Mischa Dombrowski; Arijit Ghosh; Thomas G. Day; Alberto Gómez 002; Paul Leeson; Bernhard Kainz (MICCAI (7), 2024)

JVID: Joint Video-Image Diffusion for Visual-Quality and Temporal-Consistency in Video Generation. - Hadrien Reynaud; Matthew Baugh; Mischa Dombrowski; Sarah Cechnicka; Qingjie Meng; Bernhard Kainz (CoRR, 2024)

Uncovering Hidden Subspaces in Video Diffusion Models Using Re-Identification. - Mischa Dombrowski; Hadrien Reynaud; Bernhard Kainz (CoRR, 2024)

Recurrent Inertial Graph-Based Estimator (RING): A Single Pluripotent Inertial Motion Tracking Solution. - Simon Bachhuber; Ive Weygers; Dustin Lehmann; Mischa Dombrowski; Thomas Seel (Trans. Mach. Learn. Res., 2024)

Image Generation Diversity Issues and How to Tame Them. - Mischa Dombrowski; Weitong Zhang; Sarah Cechnicka; Hadrien Reynaud; Bernhard Kainz (CVPR, 2025)

Video Dataset Condensation with Diffusion Models. - Zhe Li 025; Hadrien Reynaud; Mischa Dombrowski; Sarah Cechnicka; Franciskus Xaverius Erick; Bernhard Kainz (CoRR, 2025)

Enabling PSO-Secure Synthetic Data Sharing Using Diversity-Aware Diffusion Models. - Mischa Dombrowski; Bernhard Kainz (CoRR, 2025)

Generate to Ground: Multimodal Text Conditioning Boosts Phrase Grounding in Medical Vision-Language Models. - Felix Nützel; Mischa Dombrowski; Bernhard Kainz (CoRR, 2025)