Marius Schubert

1. Gradient-Based Quantification of Epistemic Uncertainty for Deep Object Detectors
   2021/07/09 by Tobias Riedlinger, Riedlinger, Tobias, Matthias Rottmann +5 · 3 citations
   Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences
2. MetaDetect: Uncertainty Quantification and Prediction Quality Estimates\n for Object Detection
   2020/10/04 by Marius Schubert, Karsten Kahl, Schubert, Marius +3 · 2 citations
   Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification
3. LMD: Light-weight Prediction Quality Estimation for Object Detection in Lidar Point Clouds
   2023/06/13 by Tobias Riedlinger, Riedlinger, Tobias, Marius Schubert +17 · 2 citations
   Engineering · Physics and Astronomy · #Advanced Optical Sensing Technologies #Autonomous Vehicle Technology and Safety #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Vehicle emissions and performance
4. Deep Active Learning with Noisy Oracle in Object Detection
   2023/09/30 by Marius Schubert, Schubert, Marius, Tobias Riedlinger +5 · 1 citation
   Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Algorithms #Machine Learning and Data Classification