Starting with 2023-2024 Fall Semester,
I will be lecturing a new course:
“MMI714 – Generative Models for Multimedia”

This advanced deep learning course offers a comprehensive introduction to the principles and practice of generative modelling.  Beginning with a review of the mathematical foundations required for the course, students will gain an understanding of the conventional autoregressive methods used in generative modelling, as well as more contemporary techniques such as deep generative neural models and diffusion models. The course covers all fundamental concepts related to generating media, including latent spaces, latent codes, and encoding. Throughout the course, students will have access to a wide range of resources, including lectures, readings, and hands on projects. In addition, a thorough review of recent state-of-the-art studies in the field will be provided each year to ensure students are up to date with the latest advances. By the end of the course, students will have gained the skills and knowledge necessary to tackle real-world generative modelling challenges and become proficient practitioners in this field..

During the registrations, MMI714 will only be available for MMI and DI students of the Informatics Institute. At this point, we do not know if there is going to be a sufficient quota for other departments’ students. Only during the add-drops, we will be able to tell you if you will be officially registered for this course. The first two weeks of the course will be accepting visitors.