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Mark Schutera
Mark Schutera
Head of Industrial AI @ZF
Verified email at kit.edu
Title
Cited by
Cited by
Year
Night-to-Day: Online image-to-image translation for object detection within autonomous driving by night
M Schutera, M Hussein, J Abhau, R Mikut, M Reischl
IEEE Transactions on Intelligent Vehicles, 2020
582020
Automated phenotype pattern recognition of zebrafish for high-throughput screening
M Schutera, T Dickmeis, M Mione, R Peravali, D Marcato, M Reischl, ...
Bioengineered 7 (4), 261-265, 2016
222016
Automated annotator variability inspection for biomedical image segmentation
MP Schilling, T Scherr, FR Münke, O Neumann, M Schutera, R Mikut, ...
IEEE access, 2022
172022
Distributed traffic light control at uncoupled intersections with real-world topology by deep reinforcement learning
M Schutera, N Goby, S Smolarek, M Reischl
32nd Conference on Neural Information Processing Systems, Workshop on …, 2018
132018
Machine learning methods for automated quantification of ventricular dimensions
M Schutera, S Just, J Gierten, R Mikut, M Reischl, C Pylatiuk
Zebrafish, 2019
122019
Adaptive test case selection for DNN-based perception functions
J Bernhard, T Schulik, M Schutera, E Sax
2021 IEEE International Symposium on Systems Engineering (ISSE), 1-7, 2021
92021
Cuepervision: Self-supervised learning for continuous domain adaptation without catastrophic forgetting
M Schutera, FM Hafner, J Abhau, V Hagenmeyer, R Mikut, M Reischl
Image and Vision Computing, 104079, 2020
82020
Optimizing test-set diversity: Trajectory clustering for scenario-based testing of automated driving systems
J Bernhard, M Schutera, E Sax
2021 IEEE International Intelligent Transportation Systems Conference (ITSC …, 2021
72021
Domain is of the essence: Data deployment for city-scale multi-camera vehicle re-identification
M Schutera, FM Hafner, H Vogt, J Abhau, M Reischl
2019 16th IEEE International Conference on Advanced Video and Signal Based …, 2019
72019
Transfer learning versus multi-agent learning regarding distributed decision-making in highway traffic
M Schutera, N Goby, D Neumann, M Reischl
Proc. of the 10th International Workshop on Agents in Traffic and …, 2018
72018
Methods for the frugal labeler: Multi-class semantic segmentation on heterogeneous labels
M Schutera, L Rettenberger, C Pylatiuk, M Reischl
PLOS ONE 17 (2), 2022
62022
Strategies for supplementing recurrent neural network training for spatio-temporal prediction
M Schutera, S Elser, J Abhau, R Mikut, M Reischl
at - Automatisierungstechnik 67 (7), 2019
62019
BackboneAnalysis: Structured Insights into Compute Platforms from CNN Inference Latency
FM Hafner, M Zeller, M Schutera, J Abhau, JFP Kooij
2022 IEEE Intelligent Vehicles Symposium (IV), 1801-1809, 2022
12022
Density based anomaly detection for wind turbine condition monitoring
J Bernhard, J Schmidt, M Schutera
International Joint Conference on Energy and Environmental Engineering …, 2022
12022
A Concept for Deployment and Evaluation of Unsupervised Domain Adaptation in Cognitive Perception Systems
M Schutera
https://publikationen.bibliothek.kit.edu/1000162895, 2023
2023
Defensive Perception: Estimation and Monitoring of Neural Network Performance Under Deployment
H Vogt, S Buehler, M Schutera
International Workshop on Epistemic Uncertainty in Artificial Intelligence …, 2023
2023
Automated Zebrafish Phenotype Pattern Recognition: 6 Years Ago, and Now
M Schutera, L Rettenberger, M Reischl
Zebrafish 19 (6), 213-217, 2022
2022
Why does my neural network not learn?: Coffee table solutions
M Schutera, F Hafner
Kindle Direct Publishing, 2022
2022
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