Plans for the week of March 24-28_澳门皇冠体育,皇冠足球比分

mhjensen
2025-03-24T06:59:17.340Z
type:structured-message
www.uio.no

Dear all, welcome back to FYS5429/9429. We hope you've had a great weekend.

This week we start with generative models, after a short reminder on autoencoders and a discussion on how to implements these using Tensorflow/Keras or Pytorch. We will spend the rest of the semester on these methods (and we get time we will end with a discussion on Transformers/Reinforcement learning).

Our plan is to cover energy based models, GANS, variational autoenconders and diffusion models. We will start with the basic math of these models, including Monte Carlo sampling. The plan for this week is thus to

Plans for the week March 24-28

1. Finalizing discussion on autoencoders and implementing Autoencoders with TensorFlow/Keras and PyTorch

2. Overview of generative models

3. Probability distributions and Markov Chain Monte Carlo simulati...