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From Shallow to Deep Learning for Inverse Imaging Problems - Carola-Bibiane Schönlieb, Cambridge
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- 1 Intro
- 2 Dose
- 3 Imposed problems
- 4 Variation regularization
- 5 Applications
- 6 Examples
- 7 Regularizers
- 8 The idea
- 9 Key words
- 10 Deep neural networks
- 11 What are people doing
- 12 Pseudoinverse
- 13 Learning the regularizer
- 14 Bilevel optimization problem
- 15 Training the regularizer
- 16 Gradient descent step
- 17 Neural networks
- 18 Results
- 19 Takeaway messages
- 20 Disadvantages
