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06/23/2023
Autoencoders for Real-Time SUEP Detection
Confining dark sectors with pseudo-conformal dynamics can produce Soft U...
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06/22/2023
Triggering Dark Showers with Conditional Dual Auto-Encoders
Auto-encoders (AEs) have the potential to be effective and generic tools...
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12/14/2022
Lorentz Group Equivariant Autoencoders
There has been significant work recently in developing machine learning ...
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11/18/2022
On the Evaluation of Generative Models in High Energy Physics
There has been a recent explosion in research into machine-learning-base...
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04/04/2022
End-to-end multi-particle reconstruction in high occupancy imaging calorimeters with graph neural networks
We present an end-to-end reconstruction algorithm to build particle cand...
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03/01/2022