| Multimodal Learning Utilizing Jensen-Shannon Divergence TM Sutter, I Daunhawer, JE Vogt Advances in Neural Information Processing Systems 33 pre-proceedings …, 2020 | 19* | 2020 |
| Generalized multimodal ELBO TM Sutter, I Daunhawer, JE Vogt arXiv preprint arXiv:2105.02470, 2021 | 14 | 2021 |
| Generation of Heterogeneous Synthetic Electronic Health Records using GANs K Chin-Cheong, TM Sutter, JE Vogt Workshop on Machine Learning for Health (ML4H) at the 33rd Conference on …, 2019 | 9 | 2019 |
| Self-supervised disentanglement of modality-specific and shared factors improves multimodal generative models I Daunhawer, TM Sutter, R Marcinkevičs, JE Vogt DAGM German Conference on Pattern Recognition, 459-473, 2020 | 8 | 2020 |
| Camera based visibility estimation T Sutter, F Nater, C Sigg Proceedings of the WMO Technical Conference on Meteorological and …, 2016 | 7 | 2016 |
| A comparison of general and disease-specific machine learning models for the prediction of unplanned hospital readmissions TM Sutter, JA Roth, K Chin-Cheong, BL Hug, JE Vogt Journal of the American Medical Informatics Association, 2020 | 4 | 2020 |
| Machine learning algorithms evaluate immune response to novel Mycobacterium tuberculosis antigens for diagnosis of tuberculosis NR Meier, N Ritz, TM Sutter, JE Vogt, THM Ottenhoff, M Jacobsen Frontiers in Cellular and Infection Microbiology 10, 821, 2020 | 3 | 2020 |
| Generation of differentially private heterogeneous electronic health records K Chin-Cheong, T Sutter, JE Vogt arXiv preprint arXiv:2006.03423, 2020 | 2 | 2020 |
| On the Limitations of Multimodal VAEs I Daunhawer, TM Sutter, K Chin-Cheong, E Palumbo, JE Vogt arXiv preprint arXiv:2110.04121, 2021 | 1 | 2021 |
| Machine Learning Algorithms Evaluate Immune Response to NR Meier, TM Sutter, M Jacobsen, THM Ottenhoff Digitalization and Infectious Diseases, 2022 | | 2022 |
| Continuous Relaxation For The Multivariate Non-Central Hypergeometric Distribution TM Sutter, L Manduchi, A Ryser, JE Vogt arXiv preprint arXiv:2203.01629, 2022 | | 2022 |
| Vaginale Geburt und niedriges Gestationsalter sind Hauptrisikofaktoren für Hypernatriämie bei Frühgeborenen NS Eugster, F Corminboeuf, G Koch, JE Vogt, T Sutter, T van Donge, ... Klinische Padiatrie 234 (1), 20-25, 2022 | | 2022 |
| Vaginal Delivery and Low Gestational Age are Key Risk Factors for Hypernatremia in Neonates< 32 Weeks NS Eugster, F Corminboeuf, G Koch, JE Vogt, T Sutter, T van Donge, ... Klinische Pädiatrie 234 (01), 20-25, 2022 | | 2022 |
| Multimodal Relational VAE TM Sutter, JE Vogt ETH Zurich, Institute for Machine Learning, 2021 | | 2021 |
| Multimodal Generative Learning on the MIMIC-CXR Database HJ Klug, TM Sutter, JE Vogt | | 2021 |
| Enhancing diagnosis of tuberculosis in children with novel Mycobacterium tuberculosis antigens TM Sutter, N Meier, M Jacobsen, THM Ottenhoff, JE Vogt, N Ritz 37th Workshop on Healthcare Systems, Population Health, and the Role of …, 2020 | | 2020 |
| Learning Selection Bias and Group Importance: Differentiable Reparameterization for the Hypergeometric Distribution TM Sutter, L Manduchi, A Ryser, JE Vogt | | |
| SHANNON THEORY P Minero, SH Lim, YH Kim, S Jalali, M Effros, P Grover, AB Wagner, ... | | |
| Improving Multimodal Generative Models with Disentangled Latent Partitions I Daunhawer, T Sutter, JE Vogt | | |
Julia E VogtETH ZurichBestätigte E-Mail-Adresse bei inf.ethz.ch
