Schlicht, Peter

1. Application of Decision Rules for Handling Class Imbalance in Semantic Segmentation
   2019/01/24 by Robin Chan, Chan, Robin, Matthias Rottmann +7 · 5 citations
   Computer Science · #62-07 #62C05 #68T45 #Advanced Neural Network Applications #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification
2. The Attack Generator: A Systematic Approach Towards Constructing\n Adversarial Attacks
   2019/06/17 by Felix Assion, Assion, Felix, Peter Schlicht +11 · 2 citations
   Biochemistry, Genetics and Molecular Biology · Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Bacillus and Francisella bacterial research #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
3. Efficient Decentralized Deep Learning by Dynamic Model Averaging
   2018/07/09 by Kamp, Michael, Adilova, Linara, Sicking, Joachim +4 · 1 citation
   #Artificial Intelligence (cs.AI) #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Parallel #and Cluster Computing (cs.DC)
4. Prediction Error Meta Classification in Semantic Segmentation: Detection\n via Aggregated Dispersion Measures of Softmax Probabilities
   2018/11/01 by Matthias Rottmann, Rottmann, Matthias, Pascal Colling +11 · 1 citation
   Computer Science · Medicine · #62-07 #68T45 #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
5. Detection of False Positive and False Negative Samples in Semantic\n Segmentation
   2019/12/08 by Matthias Rottmann, Rottmann, Matthias, Kira Maag +9 · 1 citation
   Computer Science · Engineering · #62-07 #68T45 #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Fault Detection and Control Systems #Machine Learning (cs.LG) #Machine Learning (stat.ML)
6. Validation of Simulation-Based Testing: Bypassing Domain Shift with\n Label-to-Image Synthesis
   2021/06/10 by Julia Rosenzweig, Rosenzweig, Julia, Eduardo Brito +19 · 1 citation
   Physics and Astronomy · Computer Science · #Model Reduction and Neural Networks #Machine Learning and Data Classification #Generative Adversarial Networks and Image Synthesis
7. Improving Video Instance Segmentation by Light-weight Temporal Uncertainty Estimates
   2020/12/14 by Kira Maag, Matthias Rottmann, Maag, Kira +9 · 1 citation
   Computer Science · #Video Surveillance and Tracking Methods #Image Enhancement Techniques #Advanced Neural Network Applications