Jan Hendrik Metzen

1. On Detecting Adversarial Perturbations
   2017/02/14 by Jan Hendrik Metzen, Metzen, Jan Hendrik, Tim Genewein +5 · 42 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications
2. Give Me Your Attention: Dot-Product Attention Considered Harmful for Adversarial Patch Robustness
   2022/03/25 by Giulio Lovisotto, Nicole Finnie, Lovisotto, Giulio +7 · 4 citations
   Biochemistry, Genetics and Molecular Biology · Computer Science · #68T07 #Adversarial Robustness in Machine Learning #Bacillus and Francisella bacterial research #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #I.4
3. Test-Time Adaptation to Distribution Shift by Confidence Maximization and Input Transformation
   2021/06/28 by Chaithanya Kumar Mummadi, Mummadi, Chaithanya Kumar, Robin Hutmacher +9 · 3 citations
   Computer Science · Engineering · #Anomaly Detection Techniques and Applications #FOS: Computer and information sciences #Fault Detection and Control Systems #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Sparse and Compressive Sensing Techniques
4. Adversarial Examples for Semantic Image Segmentation
   2017/03/03 by Volker Fischer, Fischer, Volker, Mummadi Chaithanya Kumar +5 · 5 citations
   Biochemistry, Genetics and Molecular Biology · Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Bacillus and Francisella bacterial research #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural and Evolutionary Computing (cs.NE)
5. Neural Architecture Search for Dense Prediction Tasks in Computer Vision
   2022/02/15 by Thomas Elsken, Arber Zela, Elsken, Thomas +11 · 2 citations
   Computer Science · #Advanced Neural Network Applications #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 Data Classification
6. Meta Adversarial Training against Universal Patches
   2021/01/27 by Jan Hendrik Metzen, Nicole Finnie, Metzen, Jan Hendrik +3 · 1 citation
   Biochemistry, Genetics and Molecular Biology · Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Bacillus and Francisella bacterial research #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
7. Zero-Shot Distillation for Image Encoders: How to Make Effective Use of Synthetic Data
   2024/04/25 by Niclas Popp, Popp, Niclas, Jan Hendrik Metzen +3 · 1 citation
   Engineering · #CCD and CMOS Imaging Sensors #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences