Mischa Dombrowski

30 papers A* 3Journal 19Unranked 8
YearRankTypeTitle / Venue / Authors
2025 — conf
Enabling PSO-Secure Synthetic Data Sharing Using Diversity-Aware Diffusion Models.
BRIDGE/DeCaF@MICCAI
Mischa Dombrowski, Bernhard Kainz
2025 J jnl
Enabling PSO-Secure Synthetic Data Sharing Using Diversity-Aware Diffusion Models.
CoRR
Mischa Dombrowski, Bernhard Kainz
2025 J jnl
GRASP: Guided Residual Adapters with Sample-wise Partitioning.
CoRR
Felix Nützel, Mischa Dombrowski, Bernhard Kainz
2025 J jnl
Generate to Ground: Multimodal Text Conditioning Boosts Phrase Grounding in Medical Vision-Language Models.
CoRR
Felix Nützel, Mischa Dombrowski, Bernhard Kainz
2025 — conf
Graph Conditioned Diffusion for Controllable Histopathology Image Generation.
GRAIL/RIME@MICCAI
Sarah Cechnicka, Matthew Baugh, Weitong Zhang, Mischa Dombrowski, Zhe Li, Johannes C. Paetzold, Candice Roufosse, Bernhard Kainz
2025 J jnl
Graph Conditioned Diffusion for Controllable Histopathology Image Generation.
CoRR
Sarah Cechnicka, Matthew Baugh, Weitong Zhang, Mischa Dombrowski, Zhe Li, Johannes C. Paetzold, Candice Roufosse, Bernhard Kainz
2025 A* conf
Image Generation Diversity Issues and How to Tame Them.
CVPR
Mischa Dombrowski, Weitong Zhang, Sarah Cechnicka, Hadrien Reynaud, Bernhard Kainz
2025 J jnl
LCMem: A Universal Model for Robust Image Memorization Detection.
CoRR
Mischa Dombrowski, Felix Nützel, Bernhard Kainz
2025 — conf
Ontology-Based Concept Distillation for Radiology Report Retrieval and Labeling.
MLMI@MICCAI
Felix Nützel, Mischa Dombrowski, Bernhard Kainz
2025 J jnl
Ontology-Based Concept Distillation for Radiology Report Retrieval and Labeling.
CoRR
Felix Nützel, Mischa Dombrowski, Bernhard Kainz
2025 J jnl
Video Dataset Condensation with Diffusion Models.
CoRR
Zhe Li, Hadrien Reynaud, Mischa Dombrowski, Sarah Cechnicka, Franciskus Xaverius Erick, Bernhard Kainz
2024 — conf
EchoNet-Synthetic: Privacy-Preserving Video Generation for Safe Medical Data Sharing.
MICCAI (7)
Hadrien Reynaud, Qingjie Meng, Mischa Dombrowski, Arijit Ghosh, Thomas G. Day, Alberto Gómez, Paul Leeson, Bernhard Kainz
2024 J jnl
EchoNet-Synthetic: Privacy-preserving Video Generation for Safe Medical Data Sharing.
CoRR
Hadrien Reynaud, Qingjie Meng, Mischa Dombrowski, Arijit Ghosh, Thomas G. Day, Alberto Gómez, Paul Leeson, Bernhard Kainz
2024 J jnl
Image Generation Diversity Issues and How to Tame Them.
CoRR
Mischa Dombrowski, Weitong Zhang, Sarah Cechnicka, Hadrien Reynaud, Bernhard Kainz
2024 J jnl
JVID: Joint Video-Image Diffusion for Visual-Quality and Temporal-Consistency in Video Generation.
CoRR
Hadrien Reynaud, Matthew Baugh, Mischa Dombrowski, Sarah Cechnicka, Qingjie Meng, Bernhard Kainz
2024 J jnl
Recurrent Inertial Graph-Based Estimator (RING): A Single Pluripotent Inertial Motion Tracking Solution.
Trans. Mach. Learn. Res.
Simon Bachhuber, Ive Weygers, Dustin Lehmann, Mischa Dombrowski, Thomas Seel
2024 A* conf
Trade-Offs in Fine-Tuned Diffusion Models between Accuracy and Interpretability.
AAAI
Mischa Dombrowski, Hadrien Reynaud, Johanna P. Müller, Matthew Baugh, Bernhard Kainz
2024 J jnl
Uncovering Hidden Subspaces in Video Diffusion Models Using Re-Identification.
CoRR
Mischa Dombrowski, Hadrien Reynaud, Bernhard Kainz
2023 J jnl
Confidence-Aware and Self-Supervised Image Anomaly Localisation.
CoRR
Johanna P. Müller, Matthew Baugh, Jeremy Tan, Mischa Dombrowski, Bernhard Kainz
2023 — conf
Confidence-Aware and Self-supervised Image Anomaly Localisation.
UNSURE@MICCAI
Johanna P. Müller, Matthew Baugh, Jeremy Tan, Mischa Dombrowski, Bernhard Kainz
2023 — conf
Feature-Conditioned Cascaded Video Diffusion Models for Precise Echocardiogram Synthesis.
MICCAI (10)
Hadrien Reynaud, Mengyun Qiao, Mischa Dombrowski, Thomas G. Day, Reza Razavi, Alberto Gómez, Paul Leeson, Bernhard Kainz
2023 J jnl
Feature-Conditioned Cascaded Video Diffusion Models for Precise Echocardiogram Synthesis.
CoRR
Hadrien Reynaud, Mengyun Qiao, Mischa Dombrowski, Thomas G. Day, Reza Razavi, Alberto Gómez, Paul Leeson, Bernhard Kainz
2023 A* conf
Foreground-Background Separation through Concept Distillation from Generative Image Foundation Models.
ICCV
Mischa Dombrowski, Hadrien Reynaud, Matthew Baugh, Bernhard Kainz
2023 — conf
Many Tasks Make Light Work: Learning to Localise Medical Anomalies from Multiple Synthetic Tasks.
MICCAI (1)
Matthew Baugh, Jeremy Tan, Johanna P. Müller, Mischa Dombrowski, James Batten, Bernhard Kainz
2023 J jnl
Many tasks make light work: Learning to localise medical anomalies from multiple synthetic tasks.
CoRR
Matthew Baugh, Jeremy Tan, Johanna P. Müller, Mischa Dombrowski, James Batten, Bernhard Kainz
2023 J jnl
Pay Attention: Accuracy Versus Interpretability Trade-off in Fine-tuned Diffusion Models.
CoRR
Mischa Dombrowski, Hadrien Reynaud, Johanna P. Müller, Matthew Baugh, Bernhard Kainz
2023 J jnl
Quantifying Sample Anonymity in Score-Based Generative Models with Adversarial Fingerprinting.
CoRR
Mischa Dombrowski, Bernhard Kainz
2022 — conf
D'ARTAGNAN: Counterfactual Video Generation.
MICCAI (8)
Hadrien Reynaud, Athanasios Vlontzos, Mischa Dombrowski, Ciarán M. Gilligan-Lee, Arian Beqiri, Paul Leeson, Bernhard Kainz
2022 J jnl
D'ARTAGNAN: Counterfactual Video Generation.
CoRR
Hadrien Reynaud, Athanasios Vlontzos, Mischa Dombrowski, Ciarán M. Gilligan-Lee, Arian Beqiri, Paul Leeson, Bernhard Kainz
2022 J jnl
Zero-Shot Object Segmentation through Concept Distillation from Generative Image Foundation Models.
CoRR
Mischa Dombrowski, Hadrien Reynaud, Matthew Baugh, Bernhard Kainz