Reconstructing hadronically decaying tau leptons with a jet foundation model

The limited availability and accuracy of simulated data has motivated the use of foundation models in high energy physics, with the idea to first train a task-agnostic model on large and potentially unlabeled datasets. This enables the subsequent fine-tuning of the learned representation for specifi...

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Bibliographic Details
Published in:SciPost Physics Core
Main Author: Laurits Tani, Joosep Pata, Joschka Birk
Format: Article
Language:English
Published: SciPost 2025-07-01
Online Access:https://scipost.org/SciPostPhysCore.8.3.046