About Me

Employment

Current
Research Associate Secure Software Engineering Group at DLR Institute of Data Science.
Research in vulnerability detection and other software engineering applications of ML.
2017-2021
Research Associate Computer Vision Group at FSU Jena.
Research in lifelong learning and semantic knowledge integration.
Teaching.

Education

2022
PhD in Computer Science at FSU Jena.
Thesis: Semantic Knowledge Integration for Learning from Semantically Imprecise Data. Supervisor: Joachim Denzler and Björn Barz.
2017
Master of Science in Computational and Data Science at FSU Jena.
Thesis: Incremental Learning of the Object Detection System YOLO.
Supervisor: Christoph Käding.
2014
Bachelor of Science in Computer Science at FSU Jena.
Thesis: Semantic Segmentation using Convolutional Neural Networks for Automatic Road Segmentation.
Supervisors: Sven Sickert, Marcel Simon and Erik Rodner.

Academic Service

I’ve reviewed for the following publications / events. See my publons profile for further information:

  • Machine Vision and Applications
  • Engineering Failure Analysis
  • IEEE Transactions on Intelligent Transportation Systems.
  • Methods in Ecology and Evolution, a British Ecological Society journal.
  • ACCV Workshop on Advanced Machine Vision for Real-life and Industrially Relevant Applications.
  • IEEE International Conference on Machine Learning and Applications (ICMLA)
  • IEEE International Geoscience and Remote Sensing Symposium (IGARSS)
  • IEEE Access

I’ve been a session chair at the following events:

  • Asian Conference on Pattern Recognition