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COOD: Combined out-of-distribution detection using multiple measures for anomaly & novel class detection in large-scale hierarchical classification2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) conference-paper Computer Science Adversarial Robustness in Machine Learning Open access
Laurens Hogeweg, Rajesh Gangireddy, Django Brunink, Vincent J. Kalkman, L. J. Cornelissen, Jacob W. Kamminga
5citations -
The eXPose Approach to Crosslier Detection2021 Proceedings - International Conference on Pattern Recognition/Proceedings/International Conference on Pattern Recognition conference-paper Computer Science Anomaly Detection Techniques and Applications Open access
António Pereira Barata, Frank W. Takes, H.J. van den Herik, Cor J. Veenman
2citations -
Modeling the Distribution of Normal Data in Pre-Trained Deep Features for Anomaly Detection261citations
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Siam R-CNN: Visual Tracking by Re-Detection2020 IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings conference-paper Computer Science Video Surveillance and Tracking Methods Open access
Paul Voigtlaender, Jonathon Luiten, Philip H. S. Torr, Bastian Leibe
27citations -
RGB-D Cube R-CNN: 3D Object Detection with Selective Modality Dropout2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) conference-paper Computer Science Advanced Neural Network Applications
Jens Piekenbrinck, Alexander Hermans, Narunas Vaškevičius, Timm Linder, Bastian Leibe
10citations -
Future Trends in Digital Face Manipulation and Detection2022 Advances in computer vision and pattern recognition book-chapter Computer Science Digital Media Forensic Detection Open access
Rubén Tolosana, Christian Rathgeb, Rubén Vera-Rodríguez, Christoph Busch, Luisa Verdoliva, Siwei Lyu, +16 more
17citations -
Correction to: Future Trends in Digital Face Manipulation and Detection2022 Advances in computer vision and pattern recognition erratum Computer Science Digital Media Forensic Detection Open access
Rubén Tolosana, Christian Rathgeb, Rubén Vera-Rodríguez, Christoph Busch, Luisa Verdoliva, Siwei Lyu, +16 more
0citations -
Concept-based AI interpretability in physiological time-series data: Example of abnormality detection in electroencephalography2024 Computer Methods and Programs in Biomedicine article Computer Science Explainable Artificial Intelligence (XAI) Open access
Alexander Brenner, Felix Knispel, Florian P. Fischer, Peter Rossmanith, Yvonne G. Weber, Henner Koch, +3 more
13citations -
Novel architecture for gated recurrent unit autoencoder trained on time series from electronic health records enables detection of ICU patient subgroups2023 Scientific Reports article Computer Science Machine Learning in Healthcare Open access cited by 2 patents
Kilian Merkelbach, Steffen Schaper, Christian Diedrich, Sebastian Johannes Fritsch, Andreas Schuppert
12citations -
SemTS: Ontology and Vocabularies for the Semantic Categorization of Time Series Knowledge2026 Lecture notes in computer science conference-paper Computer Science Semantic Web and Ontologies
Alexander Graß, Rohit A. Deshmukh, Christoph Lange, Diego Collarana, Christian Beecks, Stefan Decker
0citations -
Improving Model Accuracy for Imbalanced Image Classification Tasks by Adding a Final Batch Normalization Layer: An Empirical Study8citations