16–20 Jun 2025
THotel, Cagliari, Sardinia, Italy
Europe/Rome timezone

🌟 Foundation models for HEP

19 Jun 2025, 11:00
25m
T1a+T1b

T1a+T1b

Highlight talk Foundation Models 🌟 Highlight talks

Speaker

Anna Hallin (Universität Hamburg)

Description

Foundation models are machine learning models trained on large datasets, capable of being finetuned for a variety of downstream tasks. In a rather short time, several approaches to building foundation models for High energy physics have been presented. I will provide an overview of some of these approaches, and present some visions and open questions for the development of foundation models in HEP.

AI keywords foundation models; transformers; generation; classification

Primary author

Anna Hallin (Universität Hamburg)

Presentation materials