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DBLPDeep Learning for Signal and Image Processing
Università degli Studi di Milano
Page of the course on the website of the Ph.D. program: Deep Learning for Signal and Image Processing
A.Y. 2022/2023
| Lesson | Date | Time | Slides | ||
|---|---|---|---|---|---|
| Lesson 1 - Machine Learning | January 10, 2023 | 10:00 - 13:00 |
Lesson 0 - Course Introduction Lesson 1 - Machine Learning |
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| Lesson 2 - Neural Networks | January 10, 2023 | 10:00 - 13:00 |
Lesson 2 - Neural Networks Bonus Lesson 1 - Google Colab Exercise 1 - Neural Networks |
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| Lesson 3 - Deep Learning | January 12, 2023 | 10:00 - 13:00 | Lesson 3 - Deep Learning | ||
| Lesson 4 - CNNs | January 12, 2023 | 10:00 - 13:00 |
Lesson 4 - CNNs Bonus Lesson 2 - PyTorch Exercise 2 - CNNs |
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| Lesson 5 - AutoEncoders | January 17, 2023 | 10:00 - 12:00 | Lesson 5 - AutoEncoders | ||
| Lesson 6 - GANs | January 17, 2023 | 10:00 - 12:00 |
Lesson 6 - GANs Exercise 3 - GANs |
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| Lesson 7 - Applications | January 19, 2023 | 10:00 - 12:00 |
Lesson 7 - Applications Exercise 4 - Semantic Segmentation Bonus Lesson 3 - CNN Architectures |
Materials
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Assessment
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