GeMSS: Generative Modeling Summer School in Copenhagen (June 26-30, 2023)

[Jes Frellsen]

We are organising a summer school on Generative Modeling (GeMSS: Generative Modeling Summer School) in Copenhagen this summer. The school is mainly aimed at PhD students already slightly familiar with machine learning but not very familiar with generative models.

When: June 26-30, 2023

Where: Copenhagen (Denmark)

Application deadline: April 10, 2023

Website: https://gemss.ai

The first three days will mostly be about the basics behind popular deep generative models, including variational autoencoders (VAEs), generative adversarial networks (GANs), autoregressive models (including language models à la GPT), diffusion models, and probabilistic circuits. The invited lectures will be more bleeding edge and will include talks about causality (C. Zhang, Microsoft), missing data (A. Sportisse, U Côte d'Azur), probabilistic circuits (Robert Peharz, TU Graz), energy-based models (Y. Li, Imperial; W. Grathwohl, Deepmind), diffusion models (R. Rombach, LMU Munich, co-creator of Stable diffusion), geometric representation learning (S. Hauberg, DTU) and LLMs for medical data (O. Winther, DTU/UCPH).

On behalf of the organisers,

Jakub Tomczak (TU/e), Pierre-Alexandre Mattei (Inria) and Jes Frellsen (DTU)

 

Jes Frellsen Associate Professor Technical University of Denmark   je...@dtu.dk https://frellsen.org