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Alexander Rakowski
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Predicting the SARS-CoV-2 effective reproduction number using bulk contact data from mobile phones
S Rüdiger, S Konigorski, A Rakowski, JA Edelman, D Zernick, A Thieme, ...
Proceedings of the National Academy of Sciences 118 (31), e2026731118, 2021
262021
Robust Bayesian and light neural networks for voice spoofing detection
R Białobrzeski, M Kosmider, M Matuszewski, M Plata, A Rakowski
Proc. Interspeech 2019, 1028-1032, 2019
152019
Hand shape recognition using very deep convolutional neural networks
A Rakowski, L Wandzik
Proceedings of the 1st International Conference on Control and Computer …, 2018
102018
Frequency-aware CNN for open set acoustic scene classification
A Rakowski, M Kosmider
Proceedings of the Detection and Classification of Acoustic Scenes and …, 2019
92019
Disentanglement and local directions of variance
A Rakowski, C Lippert
Machine Learning and Knowledge Discovery in Databases. Research Track …, 2021
32021
Metadata-guided Feature Disentanglement for Functional Genomics
A Rakowski, R Monti, V Huryn, M Lemanczyk, U Ohler, C Lippert
arXiv preprint arXiv:2405.19057, 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
Evaluating Age-Related Anatomical Consistency in Synthetic Brain MR Images against Real-world Alzheimer's Disease Data.
H Yassin, J Fehr, WC Lai, A Krichevsky, A Rakowski, C Lippert
Medical Imaging with Deep Learning, 2024
2024
TransferGWAS of T1-weighted Brain MRI Data from the UK Biobank
A Rakowski, R Monti, C Lippert
medRxiv, 2024.06. 11.24308721, 2024
2024
DCID: Deep Canonical Information Decomposition
A Rakowski, C Lippert
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2023
2023
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Articles 1–10