Plans for the week of April 7-11_澳门皇冠体育,皇冠足球比分

mhjensen
2025-04-09T05:54:24.309Z
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www.uio.no

Dear all, welcome back to FYS5429/9429. We hope the week has started the best possible way.

We are now in the middle of our discussions on generative models.

The methods we will focus on are:

1. Energy based models, with the family of Boltzmann distributions as a typical example (last two weeks)

2. Variational autoencoders, based on our discussions on autoencoders (this week and the week after Easter)

3. Generative adversarial networks (GANs) and

4. Diffusion models (after discussions of VAEs)

The last two weeks we have discussed and introduced so-called energy-based models (the recording from last week will be posted soon, I had to remake it since there were parts where the recording went wrong). We will now step into the field of Variational autoencoders (also called Variational Bayesian methods) and develop their mat...