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Reliable Virtual Sensing: A Multi-Domain Benchmark for Robustness Under Sensor Failures2026 arXiv (Cornell University) preprint Engineering Fault Detection and Control Systems Open access
Jens U. Brandt, Noah C. Puetz, Alexander Windmann, Marc Hilbert, Elena Raponi, Thomas Bäck, +1 more
0citations -
A benchmark for neural network robustness in skin cancer classification2021 European Journal of Cancer article Medicine Cutaneous Melanoma Detection and Management Open access
Roman Christoph Maron, Justin Gabriel Schlager, Sarah Haggenmüller, Christof V. Kalle, Jochen Sven Utikal, Friedegund Elke Meier, +22 more
65citations -
MultiCorrupt: A Multi-Modal Robustness Dataset and Benchmark of LiDAR-Camera Fusion for 3D Object Detection2024 IEEE Intelligent Vehicles Symposium conference-paper Engineering Autonomous Vehicle Technology and Safety cited by 2 patents
Till Beemelmanns, Quan Zhang, Christian Geller, Lutz Eckstein
13citations -
Tracking One-in-a-Million: Large-Scale Benchmark for Microbial Single-Cell Tracking with Experiment-Aware Robustness Metrics2025 RWTH Publications (RWTH Aachen) book-chapter Biochemistry, Genetics and Molecular Biology Cell Image Analysis Techniques Open access
Johannes Seiffarth, Luisa Blöbaum, Richard Dominik Paul, Nils Friederich, Angelo Jovin Yamachui Sitcheu, Ralf Mikut, +2 more
0citations -
Tracking One-in-a-Million: Large-Scale Benchmark for Microbial Single-Cell Tracking with Experiment-Aware Robustness Metrics2025 Lecture notes in computer science conference-paper Biochemistry, Genetics and Molecular Biology Cell Image Analysis Techniques Open access
Johannes Seiffarth, Luisa Blöbaum, Richard Dominik Paul, Nils Friederich, Angelo Jovin Yamachui Sitcheu, Ralf Mikut, +3 more
3citations -
Tracking one-in-a-million: Large-scale benchmark for microbial single-cell tracking with experiment-aware robustness metrics2024 arXiv (Cornell University) preprint Biochemistry, Genetics and Molecular Biology Cell Image Analysis Techniques Open access
Johannes Seiffarth, Luisa Blöbaum, Angelo Jovin Yamachui Sitcheu, Ralf Mikut, Hanno Scharr, Alexander Grünberger, +1 more
0citations -
Bayesian experimental design in production engineering: a comprehensive performance and robustness study2026 Frontiers in Manufacturing Technology article Decision Sciences Optimal Experimental Design Methods Open access
Lars Leyendecker, Ana Maria Gonzalez Degetau, Katharina Bata, Jessica Emonts, Angela Schmitz, Robert Heinrich Schmitt
0citations -
An Empirical Comparison of Meta-Modeling Techniques for Robust Design Optimization2020 Zenodo (CERN European Organization for Nuclear Research) dataset Computer Science Advanced Multi-Objective Optimization Algorithms Open access
Sibghat Ullah, Hao Wang, Stefan Menzel, Thomas Bäck, Bernhard Sendhoff
0citations -
An Empirical Comparison of Meta-Modeling Techniques for Robust Design Optimization2020 Zenodo (CERN European Organization for Nuclear Research) dataset Computer Science Advanced Multi-Objective Optimization Algorithms Open access
Sibghat Ullah, Hao Wang, Stefan Menzel, Thomas Bäck, Bernhard Sendhoff
0citations -
Robust and fast post-processing of single-shot spin qubit detection events with a neural network2021 Scientific Reports article Physics and Astronomy Quantum and electron transport phenomena Open access
Tom Struck, Javed Lindner, Arne Hollmann, Floyd Schauer, Andreas Schmidbauer, Dominique Bougeard, +1 more
16citations -
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, Bas van Stein, Matthijs van Leeuwen
0citations -
Predictive AI in Clinical Pharmacology: A Call to Action to Develop Robust Benchmarking Practices2025 CPT Pharmacometrics & Systems Pharmacology article Medicine Artificial Intelligence in Healthcare and Education Open access
Ana Victoria Ponce Bobadilla, Dominic Stefan Bräm, Ali Farnoud, Holger Fröhlich, Alexander Janßen, Niklas Korsbo, +8 more
2citations