Mark Schutera

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 14

Top Topics

Transfer Learning

Unsupervised Image Segmentation

Multi Agent Learning

Top Venues

IEEE Trans. Intell. Veh.

Publications

Hendrik Vogt, Stefan Buehler, Mark Schutera
Defensive Perception: Estimation and Monitoring of Neural Network Performance Under Deployment. Epi UAI (2024)
Luca Rettenberger, Markus Reischl, Mark Schutera
Assessing Political Bias in Large Language Models. CoRR (2024)
Hendrik Vogt, Stefan Buehler, Mark Schutera
Defensive Perception: Estimation and Monitoring of Neural Network Performance under Deployment. CoRR (2023)
Frank M. Hafner, Matthias Zeller, Mark Schutera, Jochen Abhau, Julian F. P. Kooij
BackboneAnalysis: Structured Insights into Compute Platforms from CNN Inference Latency. IV (2022)
Marcel P. Schilling, Tim Scherr, Friedrich R. Münke, Oliver Neumann, Mark Schutera, Ralf Mikut, Markus Reischl
Automated Annotator Variability Inspection for Biomedical Image Segmentation. IEEE Access 10 (2022)
Mark Schutera, Frank M. Hafner, Jochen Abhau, Veit Hagenmeyer, Ralf Mikut, Markus Reischl
Cuepervision: self-supervised learning for continuous domain adaptation without catastrophic forgetting. Image Vis. Comput. 106 (2021)
Johannes Bernhard, Thomas Schulik, Mark Schutera, Eric Sax
Adaptive test case selection for DNN-based perception functions. ISSE (2021)
Johannes Bernhard, Mark Schutera, Eric Sax
Optimizing test-set diversity: Trajectory clustering for scenario-based testing of automated driving systems. ITSC (2021)
Mark Schutera, Mostafa Hussein, Jochen Abhau, Ralf Mikut, Markus Reischl
Night-to-Day: Online Image-to-Image Translation for Object Detection Within Autonomous Driving by Night. IEEE Trans. Intell. Veh. 6 (3) (2021)
Mark Schutera, Stefan Elser, Jochen Abhau, Ralf Mikut, Markus Reischl
Strategies for supplementing recurrent neural network training for spatio-temporal prediction. Autom. 67 (7) (2019)
Mark Schutera, Frank M. Hafner, Hendrik Vogt, Jochen Abhau, Markus Reischl
Domain is of the Essence: Data Deployment for City-Scale Multi-Camera Vehicle Re-Identification. AVSS (2019)
Mark Schutera, Niklas Goby, Dirk Neumann, Markus Reischl
Transfer Learning versus Multi-agent Learning regarding Distributed Decision-Making in Highway Traffic. CoRR (2018)
Mark Schutera, Niklas Goby, Dirk Neumann, Markus Reischl
Transfer Learning versus Multiagent Learning regarding Distributed Decision-Making in Highway Traffic. ATT@IJCAI (2018)
Mark Schutera, Niklas Goby, Stefan Smolarek, Markus Reischl
Distributed traffic light control at uncoupled intersections with real-world topology by deep reinforcement learning. CoRR (2018)