Roscher, Karsten

8 publications

WACV 2025 Finding DINO: A Plug-and-Play Framework for Zero-Shot Detection of Out-of-Distribution Objects Using Prototypes Poulami Sinhamahapatra, Franziska Schwaiger, Shirsha Bose, Huiyu Wang, Karsten Roscher, Stephan Günnemann

CVPRW 2024 Towards Engineered Safe AI with Modular Concept Models Lena Heidemann, Iwo Kurzidem, Maureen Monnet, Karsten Roscher, Stephan Günnemann

CVPRW 2024 Understanding ReLU Network Robustness Through Test Set Certification Performance Nicola Franco, Jeanette Miriam Lorenz, Karsten Roscher, Stephan Günnemann

WACV 2023 Concept Correlation and Its Effects on Concept-Based Models Lena Heidemann, Maureen Monnet, Karsten Roscher

AAAI 2022 Beyond Test Accuracy: The Effects of Model Compression on CNNs Adrian Schwaiger, Kristian Schwienbacher, Karsten Roscher

NeurIPSW 2022 Ensemble-Based Uncertainty Estimation with Overlapping Alternative Predictions Dirk Eilers, Felippe Schmoeller Roza, Karsten Roscher

AAAI 2022 Is It All a Cluster Game? - Exploring Out-of-Distribution Detection Based on Clustering in the Embedding Space Poulami Sinhamahapatra, Rajat Koner, Karsten Roscher, Stephan Günnemann

ECCVW 2020 Assessing Box Merging Strategies and Uncertainty Estimation Methods in Multimodel Object Detection Felippe Schmoeller Roza, Maximilian Henne, Karsten Roscher, Stephan Günnemann