Schwerpunkte/Kompetenzen
- Deep Learning
- Medical Image Analysis
- Computer Vision and Pattern Recognition
- Quantum Machine Learning
Sammlung der Publikationen von Sabine Müller in der Fraunhofer-Publica
Jahr Year | Titel/Autor:in Title/Author | Publikationstyp Publication Type |
---|---|---|
2025 | Explaining quantum circuits with Shapley values: towards explainable quantum machine learning Heese, Raoul; Gerlach, Thore Thassilo; Mücke, Sascha; Müller, Sabine; Jakobs, Matthias; Piatkowski, Nico |
Zeitschriftenaufsatz Journal Article |
2025 | LLM-generated tips rival expert-created tips in helping students answer quantum-computing questions Krupp, Lars; Bley, Jonas; Gobbi, Isacco; Geng, Alexander; Müller, Sabine; Suh, Sungho; Moghiseh, Ali; Castaneda Medina, Arcesio; Bartsch, Valeria; Widera, Artur; Ott, Herwig; Lukowicz, Paul; Karolus, Jakob; Kiefer-Emmanouilidis, Maximilian |
Zeitschriftenaufsatz Journal Article |
2023 | Feature selection on quantum computers Mücke, Sascha; Heese, Raoul; Müller, Sabine; Wolter, Moritz; Piatkowski, Nico |
Zeitschriftenaufsatz Journal Article |
2023 | Explaining Quantum Circuits with Shapley Values: Towards Explainable Quantum Machine Learning Heese, Raoul; Gerlach, Thore Thassilo; Mücke, Sascha; Müller, Sabine; Jakobs, Matthias; Piatkowski, Nico |
Paper |
2022 | Quantum Feature Selection Mücke, Sascha; Heese, Raoul; Müller, Sabine; Wolter, Moritz; Piatkowski, Nico |
Paper |
2021 | Object segmentation tracking from generic video cues Kardoost, Amirhossein; Müller, Sabine; Weickert, Joachim; Keuper, Margret |
Konferenzbeitrag Conference Paper |
2020 | Robustness of brain tumor segmentation Müller, Sabine; Weickert, Joachim; Graf, Norbert |
Zeitschriftenaufsatz Journal Article |
2020 | Object Segmentation Tracking from Generic Video Cues Kardoost, Amirhossein; Müller, Sabine; Weickert, Joachim; Keuper, Margret |
Paper |
2019 | Scalable hyperparameter optimization with lazy gaussian processes Ram, Raju; Müller, Sabine; Pfreundt, Franz-Josef; Gauger, Nicolas R.; Keuper, Janis |
Konferenzbeitrag Conference Paper |