| Contig: Self-supervised multimodal contrastive learning for medical imaging with genetics A Taleb, M Kirchler, R Monti, C Lippert Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022 | 42 | 2022 |
| Tracked without a trace: linking sessions of users by unsupervised learning of patterns in their DNS traffic M Kirchler, D Herrmann, J Lindemann, M Kloft Proceedings of the 2016 ACM Workshop on Artificial Intelligence and Security …, 2016 | 41 | 2016 |
| Two-sample testing using deep learning M Kirchler, S Khorasani, M Kloft, C Lippert International Conference on Artificial Intelligence and Statistics, 1387-1398, 2020 | 33 | 2020 |
| transferGWAS: GWAS of images using deep transfer learning M Kirchler, S Konigorski, M Norden, C Meltendorf, M Kloft, C Schurmann, ... Bioinformatics 38 (14), 3621-3628, 2022 | 24 | 2022 |
| Behavior-based tracking of Internet users with semi-supervised learning D Herrmann, M Kirchler, J Lindemann, M Kloft 2016 14th Annual Conference on Privacy, Security and Trust (PST), 596-599, 2016 | 9 | 2016 |
| Identifying interpretable gene-biomarker associations with functionally informed kernel-based tests in 190,000 exomes R Monti, P Rautenstrauch, M Ghanbari, AR James, M Kirchler, U Ohler, ... Nature communications 13 (1), 5332, 2022 | 8 | 2022 |
| Training normalizing flows from dependent data M Kirchler, C Lippert, M Kloft International Conference on Machine Learning, 17105-17121, 2023 | 3 | 2023 |
| Explainability requires interactivity M Kirchler, M Graf, M Kloft, C Lippert arXiv preprint arXiv:2109.07869, 2021 | 1 | 2021 |
| On the Challenges and Opportunities in Generative AI L Manduchi, K Pandey, R Bamler, R Cotterell, S Däubener, S Fellenz, ... arXiv preprint arXiv:2403.00025, 2024 | | 2024 |
| Heterogeneous Medical Data Integration with Multi-Source StyleGAN WC Lai, M Kirchler, H Yassin, J Fehr, A Rakowski, H Olsson, L Starke, ... Medical Imaging with Deep Learning, 2024 | | 2024 |
| MixerFlow for Image Modelling E English, M Kirchler, C Lippert arXiv preprint arXiv:2310.16777, 2023 | | 2023 |
| Kernelised Normalising Flows E English, M Kirchler, C Lippert arXiv preprint arXiv:2307.14839, 2023 | | 2023 |
