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PhD Researcher in Deep Learning for Imaging

vor 2 Monaten


Munich, Bayern, Deutschland Technical University of Munich Vollzeit

The Professorship of Machine Learning at the Department of Computer Engineering at TUM is seeking a highly motivated PhD researcher to contribute to cutting-edge research in Foundation Models and/or Deep Learning for Imaging Problems.

Our group focuses on developing innovative algorithms and theoretical foundations for deep learning and foundation models, particularly within the realm of medical imaging. We aim to establish robust mathematical and empirical underpinnings for machine learning.

This position offers the opportunity to participate in a DFG-funded project dedicated to deep learning applications in medical imaging or a project exploring the potential of foundation models.

Responsibilities:
  • Conducting research on Foundation Models and/or Deep Learning for Imaging Problems
  • Developing novel algorithms and techniques within the field of machine learning
  • Analyzing and interpreting complex datasets related to medical imaging
  • Contributing to scientific publications and presentations
  • Collaborating with researchers both within TUM and internationally
Qualifications:
  • Master's degree in Computer Science, Electrical and Computer Engineering, Mathematics, or a related field
  • Strong mathematical and/or coding skills
  • Desirable: Prior knowledge of machine learning concepts and techniques
  • Excellent communication and teamwork abilities
  • A highly motivated and driven individual with a passion for research

TUM consistently ranks among the top universities in Europe, offering an exceptional environment for pursuing a PhD. Our group is part of the School of Computation, Information and Technology, fostering collaboration with diverse researchers across disciplines.