Foundation models and generative AI

CS-461

This week we explore denoising diffusion models th...

This page is part of the content downloaded from This week we explore denoising diffusion models th... on Sunday, 25 January 2026, 01:44. Note that some content and any files larger than 50 MB are not downloaded.

Description

This week we explore denoising diffusion models that generate data through iterative refinement from noise, covering their mathematical foundations, connections to score-based methods, acceleration techniques, and applications.

This week we will have a guest lecture by Karsten Kreis from NVIDIA as well as Ruiqi Gao from DeepMind. To accommodate their time zone, the lecture will exceptionally take place at 5 pm in room CM 1 3.

Important! Assignment 1 is released. Please find below the instructions and information required for the submission. Information on gNoto can be found on top of the Moodle page. Assignment 1 is due on October 8, 23:59.

This Week's TA: Johann Wenckstern