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Olaf Dünkel

Max-Planck-Institut für Informatik
D6: Visual Computing and Artificial Intelligence
Generative Vision and Robust Learning
 office: Campus E1 4, Room 115E
Saarland Informatics Campus
66123 Saarbrücken
Germany
 email: Get my email address via email
Hi, I am Olaf. I am a Ph.D. student at the Max Planck Institute for Informatics and Saarland University under the supervision of Dr. Adam Kortylewski and Prof. Dr. Christian Theobalt. I am part of ELLIS, co-supervised by Dr. Christian Rupprecht (VGG, University of Oxford).

Research Interests

  • Generative models
  • Computer vision
  • Probabilistic machine learning

Publications


    Normalizing Flows on the Product Space of SO(3) Manifolds for Probabilistic Human Pose Modeling
    O. Dünkel, T. Salzmann, F. Pfaff
    Accepted at CVPR 2024
    [paper]

    Joint Vehicle Trajectory and Cut-In Prediction on Highways using Output Constrained Neural Networks
    M. Brosowsky, P. Orschau, O. Dünkel, P. Elspas, D. Slieter, M. Zöllner
    Accepted at IEEE Symposium Series on Computational Intelligence, 2021
    [paper]
    Sample-Specific Output Constraints for Neural Networks
    M. Brosowsky, F. Keck, O. Dünkel, M. Zöllner
    Accepted at AAAI 2021
    [paper]

Recent Positions

  • July 2022 -- October 2022:
    Research Internship Vehicle Trajectory Prediction at VITA (EPFL)
  • April 2020 -- July 2022:
    Founder, CTO, and Propulsion Engineer at mu-zero HYPERLOOP
  • November 2019 -- April 2020:
    Bachelor's Thesis on Uncertainty Estimation in Vehicle Trajetory Prediction at Porsche AG
  • April 2019 -- August 2019:
    Intern for Autonomous Driving and Deep Learning at Porsche AG

Education

  • October 2023 - present:
    Ph. D. student in Computer Science at the Universität des Saarlandes and the Max-Planck-Institut für Informatik
  • 2020 - 2023:
    Master's Studies in Electrical Engineering and Information Technology at Karlsruhe Institute of Technology
    Specialization: Signal Processing and Robotics
  • 2016 - 2020
    Bachelor's Studies in Electrical Engineering and Information Technology at Karlsruhe Institute of Technology