Plans for the week of April 15-19_澳门葡京手机版app下载

mhjensen
2024-04-15T06:07:20.496Z
type:structured-message
www.uio.no

Hi all, we hope you have had a great weekend. Hopefully the weather is also getting better!

This week our plans are to continue our discussions of generative models. We plan on

1. Finalizing the discussion of Boltzmann machines, with implementations using TensorFlow and Pytorch

2. Discussion of other energy-based models and Langevin sampling

3. Variational Autoencoders (VAE) and the mathematics thereof

4. Generative Adversarial Networks (GANs)

Some reading suggestions.

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

2. To create Boltzmann machine using Keras, see Babcock and Bali chapter 4, see https://github...