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The Dark Machines Anomaly Score Challenge: Benchmark Data and Model Independent Event Classification for the Large Hadron Collider2022 SciPost Physics article Physics and Astronomy Particle physics theoretical and experimental studies Open access
T. K. Aarrestad, Melissa Corona van Beekveld, M. Bóna, Antonio Boveia, S. Caron, Joe Davies, +33 more
115citations -
The Dark Machines Anomaly Score Challenge : Benchmark Data and Model Independent Event Classification for the Large Hadron Collider2021 Repository for Publications and Research Data (ETH Zurich) article Physics and Astronomy Particle physics theoretical and experimental studies Open access
Melissa Corona van Beekveld, M. Bóna, A. Boveia, S. Caron, Joe Davies, Caterina Doglioni, +3 more
1citations -
Accurate and robust methods for direct background estimation in resonant anomaly detection2025 Physical review. D/Physical review. D. article Physics and Astronomy Particle physics theoretical and experimental studies Open access
Ranit Das, Thorben Finke, Marie Hein, Gregor Kasieczka, Michael Krämer, Alexander Mück, +1 more
1citations -
Accurate and robust methods for direct background estimation in resonant anomaly detection2024 arXiv (Cornell University) preprint Physics and Astronomy Particle physics theoretical and experimental studies Open access
Ranit Das, Thorben Finke, Marie Hein, Gregor Kasieczka, Michael Krämer, Alexander Mück, +1 more
0citations -
Scalable, Explainable and Provably Robust Anomaly Detection with One-Step Flow Matching2025 neural information processing systems conference-paper Computer Science Anomaly Detection Techniques and Applications Open access
Zhong Li, Qi Zhong Huang, Yuxuan Zhu, Lincen Yang, Mohammad Mohammadi Amiri, Bas van Stein, +1 more
1citations -
Anomaly Detection in Intensive Care Unit Data: A Comparative Analysis2026 International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC) conference-paper Computer Science Anomaly Detection Techniques and Applications
Simon Fonck, Lavinia Goldermann, Sebastian Johannes Fritsch, Lena Olivier, André Stollenwerk
0citations -
Domain Adaptation against Background Sculpting in Anomaly Detection at the LHC2026 arXiv (Cornell University) preprint Physics and Astronomy Particle physics theoretical and experimental studies Open access
Vincent Benne, Marie Hein, Michael Krämer, Humberto Reyes-González, Philipp Soldin, Christopher Wiebusch
0citations -
Undetected cases after implementation of first‐trimester anomaly scan in low‐risk population: insights from the IMITAS study2025 Ultrasound in Obstetrics and Gynecology article Medicine Prenatal Screening and Diagnostics Open access
Kim Bronsgeest, Eline E R Lust, Lidewij Henneman, Neeltje M. T. H. Crombag, Caterina Maddalena Bilardo, Robert‐Jan H. Galjaard, +4 more
2citations -
LogicAD: Explainable Anomaly Detection via VLM-based Text Feature Extraction2025 Proceedings of the AAAI Conference on Artificial Intelligence conference-paper Engineering Industrial Vision Systems and Defect Detection Open access
Yongli Mou, Gerhard Lakemeyer, Stefan Decker, Oliver Simons, Johannes Stegmaier
20citations -
Intelligent Anomaly Detection for Lane Rendering Using Transformer with Self-Supervised Pre-Training and Customized Fine-Tuning2023 arXiv (Cornell University) preprint Computer Science Anomaly Detection Techniques and Applications Open access
Yongqi Dong, Xingmin Lu, Ruohan Li, Wei Song, Bart van Arem, Haneen Farah
0citations -
Modeling the Distribution of Normal Data in Pre-Trained Deep Features for Anomaly Detection261citations
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The Influence of Human Annotation on CNN Performance for Anomaly Detection in ICU Data2025 Current Directions in Biomedical Engineering article Computer Science Anomaly Detection Techniques and Applications Open access
Lavinia Goldermann, Simon Fonck, Lena Olivier, Sebastian Johannes Fritsch, André Stollenwerk
0citations