Lüth, Carsten T.
- Navigating the Pitfalls of Active Learning Evaluation: A Systematic Framework for Meaningful Performance Assessment
2023/01/25 by Carsten T. Lüth, Lüth, Carsten T., Till J. Bungert +5 · 6 citations
Computer Science · Medicine · #Machine Learning and Algorithms #Machine Learning and Data Classification #COVID-19 diagnosis using AI
- Overcoming Common Flaws in the Evaluation of Selective Classification Systems
2024/07/01 by Traub, Jeremias, Bungert, Till J., Lüth, Carsten T. +4 · 5 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Methodology (stat.ME)
- ValUES: A Framework for Systematic Validation of Uncertainty Estimation in Semantic Segmentation
2024/01/16 by Kim-Celine Kahl, Kahl, Kim-Celine, Carsten T. Lüth +7 · 3 citations
Computer Science · #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning and Data Classification
- Navigating the Maze of Explainable AI: A Systematic Approach to Evaluating Methods and Metrics
2024/09/25 by Lukas Klein, Klein, Lukas, Carsten T. Lüth +9 · 1 voice · 2 citations
#cs.CV
- cOOpD: Reformulating COPD classification on chest CT scans as anomaly detection using contrastive representations
2023/07/14 by Almeida, Silvia D., Lüth, Carsten T., Norajitra, Tobias +7 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #electronic engineering #information engineering