Tobias Bernecker is a Researcher at Helmholtz AI and the Technical University of Munich (TUM). He is in the team of the Albarqouni Group, where he aims to develop algorithms that can handle the data heterogeneity in Federated Learning with medical imaging. Previously, Tobias completed his master’s degree in Robotics, Cognition, Intelligence and his bachelor’s degree in Informatics at TUM. During his master studies, Tobias worked on multiple university-related and private research projects in the areas of Deep Learning for Computer Vision, Deep Reinforcement Learning and Geometric Deep Learning. Additionally, his research interests include Federated Learning and Domain Adaptation.


  • Deep Learning for Medical Image Analysis
  • Federated Learning
  • Domain Adaptation
  • Geometric Deep Learning
  • (Deep) Reinforcement Learning


  • M.Sc. in Robotics, Cognition, Intelligence, 2021

    Technical University of Munich (TUM), Germany

  • B.Sc. in Informatics, 2018

    Technical University of Munich (TUM), Germany