Plans for the week of April 21-25_澳门皇冠体育,皇冠足球比分

mhjensen
2025-04-22T13:34:49.787Z
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www.uio.no

Dear all, we hope you've had a great Easter break and were able to recharge properly.

And thx so much for all the nice reports (and progress reports as well) for project 1. It has been a pleasure to read them and grade those which were finalized as project 1.

Before the break we started discussing generative models and went from energy based models (with an emphasis on Boltzmann machines) to a presentation of the math of variational autoencoders (VAEs). This week will start with a reminder of the basic math of VAEs, and discuss how to implement VAEs using either tensorflow/keras and Pytorch. If we get time we will start discussing Diffusion models (which in a simplistic way can be viewed as stacked VAEs).

The plans for the rest of the semester are (tentative)

April 24: Math and implementation of VAEs, begin (if we get time) with diffusion models, project work

May 1: Public holiday, no lecture...