Our thematic school aims to provide an overview of the latest advances in generative AI. Beyond its use in NLP, we will present the methodological and theoretical foundations and their applications to practical and industrial cases.

The basic methodological tools will be presented, and then speakers from different scientific fields will present the most recent applications and developments. The aim is to bring together various speakers to cover a broad range of fields of study and offer participants an overview of generative AI and its applications.

• Foundations of generative models: VAE, GAN, and diffusion models
• Image and video generation
• Large Language Models and advanced techniques (e.g. RAG)
• Audio signal generation
• Generative models for compression
• Ethics of generative AI
• Multimodal generation
• Applications to medical data
• Applications to robotics
• Frugal models

If you have any questions, please contact contact.gs.isn@gmail.com

(Do not use the genai-school@sciencesconf.org alias)