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Mischa Dombrowski
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D’artagnan: Counterfactual video generation
H Reynaud, A Vlontzos, M Dombrowski, C Gilligan Lee, A Beqiri, ...
International Conference on Medical Image Computing and Computer-Assisted …, 2022
272022
Feature-conditioned cascaded video diffusion models for precise echocardiogram synthesis
H Reynaud, M Qiao, M Dombrowski, T Day, R Razavi, A Gomez, ...
International Conference on Medical Image Computing and Computer-Assisted …, 2023
262023
Many tasks make light work: Learning to localise medical anomalies from multiple synthetic tasks
M Baugh, J Tan, JP Müller, M Dombrowski, J Batten, B Kainz
International Conference on Medical Image Computing and Computer-Assisted …, 2023
82023
Echonet-synthetic: Privacy-preserving video generation for safe medical data sharing
H Reynaud, Q Meng, M Dombrowski, A Ghosh, T Day, A Gomez, ...
International Conference on Medical Image Computing and Computer-Assisted …, 2024
72024
Foreground-Background Separation through Concept Distillation from Generative Image Foundation Models
M Dombrowski, H Reynaud, M Baugh, B Kainz
arXiv preprint arXiv:2212.14306, 2022
6*2022
Confidence-Aware and Self-supervised Image Anomaly Localisation
J P. Müller, M Baugh, J Tan, M Dombrowski, B Kainz
International Workshop on Uncertainty for Safe Utilization of Machine …, 2023
42023
Trade-offs in fine-tuned diffusion models between accuracy and interpretability
M Dombrowski, H Reynaud, JP Müller, M Baugh, B Kainz
Proceedings of the AAAI Conference on Artificial Intelligence 38 (19), 21037 …, 2024
32024
Uncovering Hidden Subspaces in Video Diffusion Models Using Re-Identification
M Dombrowski, H Reynaud, B Kainz
arXiv preprint arXiv:2411.04956, 2024
12024
Quantifying Sample Anonymity in Score-Based Generative Models with Adversarial Fingerprinting
M Dombrowski, B Kainz
arXiv preprint arXiv:2306.01363, 2023
12023
Pay attention: accuracy versus interpretability trade-off in fine-tuned diffusion models
M Dombrowski, H Reynaud, JP Muller, M Baugh, B Kainz
CoRR, 2023
12023
Quantifying Anonymity in Score-Based Generators with Adversarial Fingerprinting
M Dombrowski, B Kainz
1
Image Generation Diversity Issues and How to Tame Them
M Dombrowski, W Zhang, S Cechnicka, H Reynaud, B Kainz
arXiv preprint arXiv:2411.16171, 2024
2024
JVID: Joint Video-Image Diffusion for Visual-Quality and Temporal-Consistency in Video Generation
H Reynaud, M Baugh, M Dombrowski, S Cechnicka, Q Meng, B Kainz
arXiv preprint arXiv:2409.14149, 2024
2024
Data-Centric Benchmarking of Neural Network Architectures for the Univariate Time Series Forecasting Task
P Schlieper, M Dombrowski, A Nguyen, D Zanca, B Eskofier
Forecasting 6 (3), 718, 2024
2024
Generate to Ground: Multimodal Text Conditioning Boosts Phrase Grounding in Medical Vision-Language Models
F Nützel, M Dombrowski, B Kainz
Medical Imaging with Deep Learning, 0
Can Diffusion Models Generalize? Privacy and Fairness Trade-offs for Medical Data Sharing.
M Dombrowski, B Kainz
Medical Imaging with Deep Learning, 0
Recurrent Inertial Graph-Based Estimator (RING): A Single Pluripotent Inertial Motion Tracking Solution
S Bachhuber, I Weygers, D Lehmann, M Dombrowski, T Seel
Transactions on Machine Learning Research, 0
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Articles 1–17