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WAWaygate Technologies

Working Student/Intern - Computational Imaging(m/w/x)

Garching bei München
Part-timeInternshipOn-site
AI/ML

Prototyping next-gen CT reconstruction algorithms with focus on data-efficient neural methods. Python and PyTorch proficiency required. Thesis collaboration opportunities.

Requirements

  • Proficiency in Python
  • Knowledge of PyTorch
  • Understanding of neural network training and optimization
  • Experience with differentiable rendering (plus)
  • C++ experience (plus)
  • Current enrolment in relevant field
  • Fluency in English or German

Tasks

  • Design next-generation reconstruction approaches
  • Prototype next-generation reconstruction approaches
  • Validate next-generation reconstruction approaches
  • Explore new algorithmic approaches for CT imaging
  • Focus on data-efficient neural reconstruction
  • Focus on physics-informed modeling
  • Prototype methods integrating physical models
  • Prototype methods applying advanced optimization
  • Prototype methods using coordinate-based neural representations
  • Evaluate methods integrating physical models
  • Evaluate methods applying advanced optimization
  • Evaluate methods using coordinate-based neural representations
  • Develop techniques to improve image quality

Education

  • Currently in higher education

Languages

  • EnglishBusiness Fluent
  • GermanBusiness Fluent

Tools & Technologies

  • Python
  • PyTorch

Benefits

Other Benefits

  • Thesis collaboration opportunities
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