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crash-course-diffusion

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A crash course in diffusion-based models

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# A Crash Course in Diffusion-based Generative Models
In this four-session crash course, you will learn the basics, the math and the intuition behind diffusion-based models, including deep generative diffusion models, score matching, score-based generative models and flow matching.

This course accompanies the book on Generative AI: <a href="https://link.springer.com/book/10.1007/978-3-031-64087-2" target="_blank">"Deep Generative Modeling"</a>.

# Session 1

# Session 2

# Session 3

# Session 4

# Authorship
Author: <a href="https://www.linkedin.com/in/jakub-tomczak-04305314a" target="_blank">`Jakub M. Tomczak`</a>

If you use this course in any way, please refer to it by citing my book <a href="https://link.springer.com/book/10.1007/978-3-031-64087-2" target="_blank">"Deep Generative Modeling"</a>:
- APA style:
```
Tomczak, J. M. (2024). Deep Generative Modeling. Springer Cham
```
- Bibtex:
```
@book{tomczak2024deep,
  title={Deep Generative Modeling},
  author={Tomczak, Jakub M},
  publisher={Springer Cham},
  year={2024}
}
```

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