| Foreground-background separation through concept distillation from generative image foundation models M Dombrowski, H Reynaud, M Baugh, B Kainz Proceedings of the IEEE/CVF International Conference on Computer Vision, 988-998, 2023 | 5* | 2023 |
| Zero-shot anomaly detection with pre-trained segmentation models M Baugh, J Batten, JP Müller, B Kainz arXiv preprint arXiv:2306.09269, 2023 | 3 | 2023 |
| nnOOD: A framework for benchmarking self-supervised anomaly localisation methods M Baugh, J Tan, A Vlontzos, JP Müller, B Kainz International Workshop on Uncertainty for Safe Utilization of Machine …, 2022 | 2 | 2022 |
| DISYRE: Diffusion-Inspired SYnthetic REstoration for Unsupervised Anomaly Detection SN Marimont, M Baugh, V Siomos, C Tzelepis, B Kainz, G Tarroni arXiv preprint arXiv:2311.15453, 2023 | 1* | 2023 |
| 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 | 1 | 2023 |
| MoCoSR: Respiratory Motion Correction and Super-Resolution for 3D Abdominal MRI W Zhang, B Basaran, Q Meng, M Baugh, J Stelter, P Lung, U Patel, W Bai, ... International Conference on Medical Image Computing and Computer-Assisted …, 2023 | 1 | 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 | 1 | 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 | 1 | 2023 |
| Adnexal Mass Segmentation with Ultrasound Data Synthesis C Lebbos, J Barcroft, J Tan, J Müller, M Baugh, A Vlontzos, S Saso, ... International Workshop on Advances in Simplifying Medical Ultrasound, 106-116, 2022 | 1 | 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 | | 2024 |
Bernhard KainzImperial College London, FAU Erlangen-NürnbergBestätigte E-Mail-Adresse bei imperial.ac.uk
