Grégoire Montavon is currently affiliated with Freie Universität Berlin in Germany. Their research primarily focuses on the field of Computer Science, with significant contributions across various subfields including Artificial Intelligence, Radiology, Nuclear Medicine and Imaging, Signal Processing, Molecular Biology, and Computer Vision and Pattern Recognition.
The scientist's work extensively covers key topics such as Explainable Artificial Intelligence (XAI), Machine Learning and Data Classification, Anomaly Detection Techniques and Applications, Adversarial Robustness in Machine Learning, Radiomics and Machine Learning in Medical Imaging, Time Series Analysis and Forecasting, and AI in cancer detection.
Montavon's publication record demonstrates involvement in notable venues, showing versatility in communicating research across related fields. Frequent publication venues include:
Some recent papers authored or co-authored by Montavon include:
The scientist frequently collaborates with several co-authors, reflecting ongoing partnerships in research projects. These frequent collaborators include:
Sebastian Bach;Alexander Binder;Grégoire Montavon;Frederick Klauschen
Grégoire Montavon;Wojciech Samek;Klaus Robert Müller;Klaus Robert Müller;Klaus Robert Müller
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Grégoire Montavon;Sebastian Lapuschkin;Alexander Binder;Wojciech Samek
Lukas Ruff;Jacob R. Kauffmann;Robert A. Vandermeulen;Gregoire Montavon
Sebastian Lapuschkin;Stephan Wäldchen;Alexander Binder;Grégoire Montavon
Wojciech Samek;Alexander Binder;Gregoire Montavon;Sebastian Lapuschkin
Wojciech Samek;Gregoire Montavon;Sebastian Lapuschkin;Christopher J. Anders
Wojciech Samek;Grégoire Montavon;Andrea Vedaldi;Lars Kai Hansen
Wojciech Samek;Grégoire Montavon;Sebastian Lapuschkin;Christopher J. Anders
Grégoire Montavon;Alexander Binder;Sebastian Lapuschkin;Wojciech Samek
Katja Hansen;Grégoire Montavon;Franziska Biegler;Siamac Fazli
Grégoire Montavon;Matthias Rupp;Vivekanand Gobre;Alvaro Vazquez-Mayagoitia
Alexander Binder;Grégoire Montavon;Sebastian Lapuschkin;Klaus-Robert Müller;Klaus-Robert Müller
Leila Arras;Grégoire Montavon;Klaus-Robert Müller;Wojciech Samek
Leila Arras;Franziska Horn;Grégoire Montavon;Klaus Robert Müller;Klaus Robert Müller;Klaus Robert Müller
Sebastian Lapuschkin;Alexander Binder;Gregoire Montavon;Klaus-Robert Muller
Thomas Schnake;Oliver Eberle;Jonas Lederer;Shinichi Nakajima
Maximilian Alber;Sebastian Lapuschkin;Philipp Seegerer;Miriam Hägele
Alexander Binder;Sebastian Bach;Gregoire Montavon;Klaus-Robert Müller
Grégoire Montavon;Katja Hansen;Siamac Fazli;Matthias Rupp
Philipp Jurmeister;Philipp Jurmeister;Philipp Jurmeister;Michael Bockmayr;Michael Bockmayr;Philipp Seegerer;Teresa Bockmayr
Unknown
Grégoire Montavon;Klaus Robert Müller;Klaus Robert Müller
Sebastian Lapuschkin;Alexander Binder;Grégoire Montavon;Klaus-Robert Müller
Grégoire Montavon;Matthias Rupp;Vivekanand Gobre;Alvaro Vazquez-Mayagoitia
Alexander Binder;Grégoire Montavon;Sebastian Bach;Klaus-Robert Müller
Sebastian Bach;Alexander Binder;Grégoire Montavon;Klaus-Robert Müller
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Fraunhofer Institute for Telecommunications, Heinrich Hertz Institute
Publications: 75
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