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Working Student/Intern - Computational Imaging(m/w/x)
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
- English – Business Fluent
- German – Business Fluent
Tools & Technologies
- Python
- PyTorch
Benefits
Other Benefits
- Thesis collaboration opportunities
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Working Student/Intern - Computational Imaging(m/w/x)
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
- English – Business Fluent
- German – Business Fluent
Tools & Technologies
- Python
- PyTorch
Benefits
Other Benefits
- Thesis collaboration opportunities
Like this job?
BetaYour Career Agent finds similar jobs for you every day.
About the Company
Waygate Technologies
Industry
Manufacturing
Description
Waygate Technologies bietet das breiteste Portfolio an industriellen Inspektionslösungen und gewährleistet Sicherheit, Qualität und Produktivität für Kunden weltweit.
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