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Arne Peter Raulf
Arne Peter Raulf
DLR Institute for AI Safety & Security
在 dlr.de 的电子邮件经过验证 - 首页
标题
引用次数
引用次数
年份
Deep representation learning for domain adaptable classification of infrared spectral imaging data
AP Raulf, J Butke, C Küpper, F Großerueschkamp, K Gerwert, A Mosig
Bioinformatics 36 (1), 287-294, 2020
252020
Tensor networks for quantum machine learning
HM Rieser, F Koester, AP Raulf
Proceedings Of The Royal Society A 479 (2275), 2023
182023
Requirements for explainability and acceptance of artificial intelligence in collaborative work
S Theis, S Jentzsch, F Deligiannaki, C Berro, AP Raulf, C Bruder
International Conference on Human-Computer Interaction, 355-380, 2023
172023
Microsatellite instability (MSI-H) is associated with a high immunoscore but not with PD-L1 expression or increased survival in patients (pts.) with metastatic colorectal …
S Noepel-Duennebacke, H Juette, K Schulmann, U Graeven, R Porschen, ...
Journal of Cancer Research and Clinical Oncology 147, 3063-3072, 2021
122021
Signaling pathways of heat- and hypersalinity-induced polyp bailout in Pocillopora acuta
F Gösser, A Raulf, A Mosig, R Tollrian, M Schweinsberg
Coral Reefs 40, 1713-1728, 2021
92021
A representation learning approach for recovering scatter‐corrected spectra from Fourier‐transform infrared spectra of tissue samples
AP Raulf, J Butke, L Menzen, C Küpper, F Großerueschkamp, K Gerwert, ...
Journal of Biophotonics 14 (3), e202000385, 2021
62021
Deep neural networks for the correction of Mie scattering in Fourier-transformed infrared spectra of biological samples
AP Raulf, J Butke, L Menzen, C Küpper, F Großerueschkamp, K Gerwert, ...
arXiv preprint arXiv:2002.07681, 2020
42020
SmoothLRP: Smoothing LRP by Averaging over Stochastic Input Variations.
AP Raulf, S Däubener, B Hack, A Mosig, A Fischer
ESANN, 2021
22021
Potential analysis of a Quantum RL controller in the context of autonomous driving
ML Hickmann, AP Raulf, F Köster, F Schwenker, HM Rieser
31st European Symposium on Artificial Neural Networks, Computational …, 2023
12023
Weight fluctuations in deep linear neural networks and a derivation of the inverse-variance flatness relation
M Gross, AP Raulf, C Räth
Physical Review Research 6 (3), 033103, 2024
2024
Robustness and Regularization in Hierarchical Re-Basin
B Franke, F Heinrich, M Lange, AP Raulf
32th European Symposium on Artificial Neural Networks, Computational …, 2024
2024
Revisiting the Evaluation of Deep Neural Networks for Pedestrian Detection.
P Feifel, B Franke, AP Raulf, F Schwenker, F Bonarens, F Köster
AISafety@ IJCAI, 2022
2022
A formative usability study of workflow management systems in label-free digital pathology
M Jelonek, AP Raulf, E Fiala, J Butke, T Herrmann, A Mosig
F1000Research 11, 192, 2022
2022
Signaling pathways of heat-and hypersalinity-induced polyp bailout in\(\textit {Pocillopora acuta}\)
F Gösser, AP Raulf, A Mosig, R Tollrian, M Schweinsberg
2021
Microsatellite instability (MSI-H) is associated with a high immunoscore but not with PD-L1 expression or increased survival in patients (pts.) with metastatic colorectal …
S Nöpel-Dünnebacke, HJ Jütte, K Schulmann, U Graeven, R Porschen, ...
2021
Studien zur Generalisierbarkeit künstlicher neuronaler Netze in der diagnostischen Infrarot-Spektroskopie
AP Raulf
Dissertation, Bochum, Ruhr-Universität Bochum, 2019, 2020
2020
A prognostic gene signature for UICC II colorectal cancer patients with a high risk of recurrence by next generation sequencing
S Kasimir, ST Liffers, AP Raulf, J Munding, M Karp, W Uhl, A Mosig, ...
ONCOLOGY RESEARCH AND TREATMENT 39, 13-13, 2016
2016
Investigating the vulnerabilities and effects of prompt-tuning on pre-trained language models
F Deligiannaki, AP Raulf
SmoothLRP: Smoothing Explanations of Neural Network Decisions by Averaging over Stochastic Input Variations
AP Raulf, BL Hack, S Däubener, A Mosig, A Fischer
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