Inventor · Hessenhöfe, DE

Jan Hendrik Metzen

15Patents
2h-index
18Co-inventors
43Inventor score

Filing activity: Jan 31, 2018 → Aug 24, 2022

Most-cited inventions

PatentTitleAreaCited byStatus
US10824122B2 Method and device for improving the robustness with respect to “adversarial examples” Physics 35 Active
US11676025B2 Method, apparatus and computer program for generating robust automatic learning systems and testing trained automatic learning systems Physics 2 Active
US11947625B2 Data-based updating of the training of classifier networks Physics 0 Active
US12243283B2 Device and method for determining a semantic segmentation and/or an instance segmentation of an image Physics 0 Active
US10331091B2 Method and device for improving the robustness with respect to “adversarial examples” Physics 0 Active
US12086214B2 Method and device for creating a machine learning system Physics 0 Active
US11599827B2 Method and apparatus for improving the robustness of a machine learning system Physics 0 Active
US11055632B2 Method and device for improving the robustness against “adversarial examples” Physics 0 Active
US12205349B2 System and method for improving robustness of pretrained systems in deep neural networks utilizing randomization and sample rejection Physics 0 Active
US12340572B2 Device and method to adapt a pretrained machine learning system to target data that has different distribution than the training data without the necessity of human annotations on target data Physics 0 Active
US11727277B2 Method and apparatus for automatically producing an artificial neural network Physics 0 Active
US11500998B2 Measuring the vulnerability of AI modules to spoofing attempts Physics 0 Active
US12204653B2 System and method, in particular computer implemented method for determining a perturbation for attacking and/or validating an object tracker Physics 0 Active
US11138467B2 Method, device, product, and computer program for operating a technical system Physics 0 Active
US12014280B2 Measuring the sensitivity of neural network image classifiers against adversarial attacks Physics 0 Active

Source: USPTO / EPO open patent data. Inventor disambiguation is heuristic; counts are objective bibliographic measures.