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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
92022
Feature-Conditioned Cascaded Video Diffusion Models for Precise Echocardiogram Synthesis
H Reynaud, M Qiao, M Dombrowski, T Day, R Razavi, A Gomez, ...
arXiv preprint arXiv:2303.12644, 2023
42023
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
1*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
2023
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
2023
Quantifying Sample Anonymity in Score-Based Generative Models with Adversarial Fingerprinting
M Dombrowski, B Kainz
arXiv preprint arXiv:2306.01363, 2023
2023
Pay Attention: Accuracy Versus Interpretability Trade-off in Fine-tuned Diffusion Models
M Dombrowski, H Reynaud, JP Müller, M Baugh, B Kainz
arXiv preprint arXiv:2303.17908, 2023
2023
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