Mathis Hoffmann

Publication Activity (10 Years)

Years Active: 2017-2023
Publications (10 Years): 13

Top Topics

Top Venues

Nat. Mach. Intell.

Publications

Mathis Hoffmann, Maren Mehler
An Industry-Specific Investigation on Artificial Intelligence Adoption: The Cases of Financial Services and Manufacturing. PACIS (2023)
Mathis Hoffmann, Johannes Hepp, Bernd Doll, Claudia Buerhop-Lutz, Ian Marius Peters, Christoph Brabec, Andreas Maier, Vincent Christlein
Module-Power Prediction from PL Measurements using Deep Learning. CoRR (2021)
Lukas Bommes, Mathis Hoffmann, Claudia Buerhop-Lutz, Tobias Pickel, Jens Hauch, Christoph Brabec, Andreas K. Maier, Ian Marius Peters
Anomaly Detection in IR Images of PV Modules using Supervised Contrastive Learning. CoRR (2021)
Mathis Hoffmann, Claudia Buerhop-Lutz, Luca Reeb, Tobias Pickel, Thilo Winkler, Bernd Doll, Tobias Würfl, Ian Marius Peters, Christoph Brabec, Andreas Maier, Vincent Christlein
Deep Learning-based Pipeline for Module Power Prediction from EL Measurements. CoRR (2020)
Mathis Hoffmann, Thomas Köhler, Bernd Doll, Frank Schebesch, Florian Talkenberg, Ian Marius Peters, Christoph J. Brabec, Andreas Maier, Vincent Christlein
Joint Super-Resolution and Rectification for Solar Cell Inspection. CoRR (2020)
Martin Mayr, Mathis Hoffmann, Andreas K. Maier, Vincent Christlein
Weakly Supervised Segmentation of Cracks on Solar Cells using Normalized Lp Norm. CoRR (2020)
Andreas K. Maier, Christopher Syben, Bernhard Stimpel, Tobias Würfl, Mathis Hoffmann, Frank Schebesch, Weilin Fu, Leonid Mill, Lasse Kling, Silke H. Christiansen
Learning with Known Operators reduces Maximum Training Error Bounds. CoRR (2019)
Andreas K. Maier, Christopher Syben, Bernhard Stimpel, Tobias Würfl, Mathis Hoffmann, Frank Schebesch, Weilin Fu, Leonid Mill, Lasse Kling, Silke H. Christiansen
Learning with known operators reduces maximum error bounds. Nat. Mach. Intell. 1 (8) (2019)
Mathis Hoffmann, Bernd Doll, Florian Talkenberg, Christoph J. Brabec, Andreas K. Maier, Vincent Christlein
Fast and robust detection of solar modules in electroluminescence images. CoRR (2019)
Mathis Hoffmann, Bernd Doll, Florian Talkenberg, Christoph J. Brabec, Andreas K. Maier, Vincent Christlein
Fast and Robust Detection of Solar Modules in Electroluminescence Images. CAIP (2) (2019)
Martin Mayr, Mathis Hoffmann, Andreas K. Maier, Vincent Christlein
Weakly Supervised Segmentation of Cracks on Solar Cells Using Normalized Lp Norm. ICIP (2019)
Tobias Würfl, Mathis Hoffmann, Vincent Christlein, Katharina Breininger, Yixing Huang, Mathias Unberath, Andreas K. Maier
Deep Learning Computed Tomography: Learning Projection-Domain Weights From Image Domain in Limited Angle Problems. IEEE Trans. Medical Imaging 37 (6) (2018)
Mathis Hoffmann, Andreas Ernst, Tobias Bergen, Sebastian Hettenkofer, Jens-Uwe Garbas
A Robust Chessboard Detector for Geometric Camera Calibration. VISIGRAPP (4: VISAPP) (2017)