Mitigation of motion-induced artifacts in cone beam computed tomography using deep convolutional neural networks
Amirian, Mohammadreza, Montoya-Zegarra, Javier A, Herzig, Ivo, Eggenberger Hotz, Peter, Lichtensteiger, Lukas, Morf, Marco, Züst, Alexander, Paysan, Pascal, Peterlik, Igor, Scheib, Stefan, Füchslin, Rudolf Marcel, Stadelmann, Thilo, Schilling, Frank-Peter
Published in Medical physics (Lancaster) (01.10.2023)
Published in Medical physics (Lancaster) (01.10.2023)
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Journal Article
Design Patterns for Resource-Constrained Automated Deep-Learning Methods
Tuggener, Lukas, Amirian, Mohammadreza, Benites, Fernando, von Däniken, Pius, Gupta, Prakhar, Schilling, Frank-Peter, Stadelmann, Thilo
Published in AI (Basel) (01.12.2020)
Published in AI (Basel) (01.12.2020)
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Journal Article
Diffractive final states with the H1 detector at HERA
Schilling, Frank-Peter
Published in The European physical journal. C, Particles and fields (01.07.2004)
Published in The European physical journal. C, Particles and fields (01.07.2004)
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Journal Article
Two to Trust: AutoML for Safe Modelling and Interpretable Deep Learning for Robustness
Amirian, Mohammadreza, Tuggener, Lukas, Chavarriaga, Ricardo, Satyawan, Yvan Putra, Schilling, Frank-Peter, Schwenker, Friedhelm, Stadelmann, Thilo
Published in Trustworthy AI - Integrating Learning, Optimization and Reasoning
Published in Trustworthy AI - Integrating Learning, Optimization and Reasoning
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Book Chapter
Artifact Reduction in 3D and 4D Cone-beam Computed Tomography Images with Deep Learning -- A Review
Amirian, Mohammadreza, Barco, Daniel, Herzig, Ivo, Frank-Peter Schilling
Published in arXiv.org (27.03.2024)
Published in arXiv.org (27.03.2024)
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Paper
Journal Article
A Survey of Un-, Weakly-, and Semi-Supervised Learning Methods for Noisy, Missing and Partial Labels in Industrial Vision Applications
Simmler, Niclas, Sager, Pascal, Andermatt, Philipp, Chavarriaga, Ricardo, Schilling, Frank-Peter, Rosenthal, Matthias, Stadelmann, Thilo
Published in 2021 8th Swiss Conference on Data Science (SDS) (01.06.2021)
Published in 2021 8th Swiss Conference on Data Science (SDS) (01.06.2021)
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Conference Proceeding
Track-Based Alignment of Composite Detector Structures
Lampen, Tapio, Karimaki, Veikko, Schilling, Frank-Peter
Published in IEEE transactions on nuclear science (01.12.2006)
Published in IEEE transactions on nuclear science (01.12.2006)
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Journal Article
MLOps as Enabler of Trustworthy AI
Billeter, Yann, Denzel, Philipp, Chavarriaga, Ricardo, Forster, Oliver, Schilling, Frank-Peter, Brunner, Stefan, Frischknecht-Gruber, Carmen, Reif, Monika, Weng, Joanna
Published in 2024 11th IEEE Swiss Conference on Data Science (SDS) (30.05.2024)
Published in 2024 11th IEEE Swiss Conference on Data Science (SDS) (30.05.2024)
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Conference Proceeding
Towards the Certification of AI-based Systems
Denzel, Philipp, Brunner, Stefan, Billeter, Yann, Forster, Oliver, Frischknecht-Gruber, Carmen, Reif, Monika, Schilling, Frank-Peter, Weng, Joanna, Chavarriaga, Ricardo, Amini, Amin, Repetto, Marco, Iranfar, Arman
Published in 2024 11th IEEE Swiss Conference on Data Science (SDS) (30.05.2024)
Published in 2024 11th IEEE Swiss Conference on Data Science (SDS) (30.05.2024)
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Conference Proceeding