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Instructors: Ph.D. Anirban Mukhopadhyay
Event type:
Integrated Course
Org-unit: Dept. 20 - Computer Science
Displayed in timetable as:
DGM
Subject:
Crediting for:
Hours per week:
4
Language of instruction:
Englisch
Min. | Max. participants:
- | -
Course Contents:
Generative Models, Implicit and Explicit Models, Maximum Likelihood, Variational AutoEncoders, Generative Adversarial networks, Numerical Optimization for Generative models, Applications in medical Imaging
Literature:
No textbooks as such. Online materials will be made available during the course.
Preconditions:
- Python Programming
- Linear Algebra
- Image Processing/Computer Vision I
- Statistical Machine Learning
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