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Joint ML Journal Club 7
Joint ML Journal Club 7

14 March 2025
Building 1d
Europe/Berlin timezone
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Contribution List

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1. OmniJet-α: The first cross-task foundation model for particle physics
Anna Hallin (UNI/EXP (Uni Hamburg, Institut fur Experimentalphysik))
14/03/2025, 10:00

Foundation models are multi-dataset and multi-task machine learning methods that once pre-trained can be fine-tuned for a large variety of downstream applications. The successful development of such general-purpose models for physics data would be a major breakthrough as they could improve the achievable physics performance while at the same time drastically reduce the required amount of...

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