Marco Rudolph

1. Same Same But DifferNet: Semi-Supervised Defect Detection with\n Normalizing Flows
   2020/08/28 by Marco Rudolph, Bastian Wandt, Rudolph, Marco +3 · 23 citations
   Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Industrial Vision Systems and Defect Detection #Integrated Circuits and Semiconductor Failure Analysis #Machine Learning (cs.LG) #Non-Destructive Testing Techniques #electronic engineering #information engineering
2. Asymmetric Student-Teacher Networks for Industrial Anomaly Detection
   2022/10/14 by Marco Rudolph, Rudolph, Marco, Tom Wehrbein +5 · 19 citations
   Computer Science · Engineering · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Industrial Vision Systems and Defect Detection #Machine Learning (cs.LG)
3. SplatPose & Detect: Pose-Agnostic 3D Anomaly Detection
   2024/04/10 by Mathis Kruse, Kruse, Mathis, Marco Rudolph +5 · 6 citations
   Computer Science · Biochemistry, Genetics and Molecular Biology · #Anomaly Detection Techniques and Applications #Digital Media Forensic Detection #Cell Image Analysis Techniques
4. CanonPose: Self-Supervised Monocular 3D Human Pose Estimation in the\n Wild
   2020/11/30 by Bastian Wandt, Marco Rudolph, Wandt, Bastian +7 · 3 citations
   Computer Science · Medicine · #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #Diabetic Foot Ulcer Assessment and Management #FOS: Computer and information sciences #Human Pose and Action Recognition
5. Q-SENN: Quantized Self-Explaining Neural Networks
   2023/12/21 by Thomas Norrenbrock, Marco Rudolph, Norrenbrock, Thomas +3 · 3 citations
   Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
6. The voraus-AD Dataset for Anomaly Detection in Robot Applications
   2023/11/08 by Jan Thieß Brockmann, Brockmann, Jan Thieß, Marco Rudolph +5 · 1 citation
   Computer Science · #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Network Security and Intrusion Detection #Robotics (cs.RO) #Time Series Analysis and Forecasting