| 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 | 16 | 2023 |
| 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 | 16 | 2022 |
| 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 | 5 | 2023 |
| 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 | 4* | 2022 |
| 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 | 2 | 2024 |
| 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 | 2 | 2023 |
| Pay attention: accuracy versus interpretability trade-off in fine-tuned diffusion models M Dombrowski, H Reynaud, JP Muller, M Baugh, B Kainz CoRR, 2023 | 1 | 2023 |
| 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), 718-747, 2024 | | 2024 |
| EchoNet-Synthetic: Privacy-preserving Video Generation for Safe Medical Data Sharing H Reynaud, Q Meng, M Dombrowski, A Ghosh, T Day, A Gomez, ... arXiv preprint arXiv:2406.00808, 2024 | | 2024 |
| Quantifying Sample Anonymity in Score-Based Generative Models with Adversarial Fingerprinting M Dombrowski, B Kainz arXiv preprint arXiv:2306.01363, 2023 | | 2023 |
| Quantifying Anonymity in Score-Based Generators with Adversarial Fingerprinting M Dombrowski, B Kainz | | |
