Plans for the week of April 29- May 3_澳门葡京手机版app下载

mhjensen
2024-04-28T18:14:54.465Z
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www.uio.no

Dear all, welcome back to a new week with FYS5429/9429.

This week we continue with our discussion of

Deep generative models

Our focus is on

1. Summary of Variational Autoencoders

2. Generative Adversarial Networks (GANs)

3. Start discussion of diffusion models

For the lecture this week we recommend the following background reading with discussion of codes as well

1. Reading recommendation: Goodfellow et al, for GANs see sections 20.10-20.11

2. For codes and background, see Raschka et al, Machine with PyTorch and Scikit-Learn, chapter 17, see https://github.com/rasbt/python-machine-learning-book-3rd-edition/tree/master/ch17 for codes

3. ...