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Thomas M. Sutter
Thomas M. Sutter
PhD Student, ETH Zurich
Bestätigte E-Mail-Adresse bei inf.ethz.ch - Startseite
Titel
Zitiert von
Zitiert von
Jahr
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
142021
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
92019
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
82020
Camera based visibility estimation
T Sutter, F Nater, C Sigg
Proceedings of the WMO Technical Conference on Meteorological and …, 2016
72016
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
42020
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
32020
Generation of differentially private heterogeneous electronic health records
K Chin-Cheong, T Sutter, JE Vogt
arXiv preprint arXiv:2006.03423, 2020
22020
On the Limitations of Multimodal VAEs
I Daunhawer, TM Sutter, K Chin-Cheong, E Palumbo, JE Vogt
arXiv preprint arXiv:2110.04121, 2021
12021
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
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