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John Andrew Raine
Publication Activity (10 Years)
Years Active: 2022-2024
Publications (10 Years): 13
Top Topics
Super Resolution Image Reconstruction
Particle Physics
Diffusion Model
Multivariate Gaussian
Top Venues
CoRR
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Publications
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Lukas Heinrich
,
Tobias Golling
,
Michael Kagan
,
Samuel Klein
,
Matthew Leigh
,
Margarita Osadchy
,
John Andrew Raine
Masked Particle Modeling on Sets: Towards Self-Supervised High Energy Physics Foundation Models.
CoRR
(2024)
Matthew Leigh
,
Debajyoti Sengupta
,
Guillaume Quétant
,
John Andrew Raine
,
Knut Zoch
,
Tobias Golling
PC-JeDi: Diffusion for Particle Cloud Generation in High Energy Physics.
CoRR
(2023)
John Andrew Raine
,
Matthew Leigh
,
Knut Zoch
,
Tobias Golling
-Flows: Fast and improved neutrino reconstruction in multi-neutrino final states with conditional normalizing flows.
CoRR
(2023)
Erik Buhmann
,
Cedric Ewen
,
Darius A. Faroughy
,
Tobias Golling
,
Gregor Kasieczka
,
Matthew Leigh
,
Guillaume Quétant
,
John Andrew Raine
,
Debajyoti Sengupta
,
David Shih
EPiC-ly Fast Particle Cloud Generation with Flow-Matching and Diffusion.
CoRR
(2023)
Lukas Ehrke
,
John Andrew Raine
,
Knut Zoch
,
Manuel Guth
,
Tobias Golling
Topological Reconstruction of Particle Physics Processes using Graph Neural Networks.
CoRR
(2023)
Tobias Golling
,
Samuel Klein
,
Radha Mastandrea
,
Benjamin Nachman
,
John Andrew Raine
Flows for Flows: Morphing one Dataset into another with Maximum Likelihood Estimation.
CoRR
(2023)
Debajyoti Sengupta
,
Matthew Leigh
,
John Andrew Raine
,
Samuel Klein
,
Tobias Golling
Improving new physics searches with diffusion models for event observables and jet constituents.
CoRR
(2023)
Ian Pang
,
John Andrew Raine
,
David Shih
SuperCalo: Calorimeter shower super-resolution.
CoRR
(2023)
Malte Algren
,
Tobias Golling
,
Manuel Guth
,
Chris Pollard
,
John Andrew Raine
Flow Away your Differences: Conditional Normalizing Flows as an Improvement to Reweighting.
CoRR
(2023)
Matthew Leigh
,
Debajyoti Sengupta
,
John Andrew Raine
,
Guillaume Quétant
,
Tobias Golling
PC-Droid: Faster diffusion and improved quality for particle cloud generation.
CoRR
(2023)
Malte Algren
,
John Andrew Raine
,
Tobias Golling
Decorrelation using Optimal Transport.
CoRR
(2023)
Debajyoti Sengupta
,
Samuel Klein
,
John Andrew Raine
,
Tobias Golling
CURTAINs Flows For Flows: Constructing Unobserved Regions with Maximum Likelihood Estimation.
CoRR
(2023)
Samuel Klein
,
John Andrew Raine
,
Tobias Golling
Flows for Flows: Training Normalizing Flows Between Arbitrary Distributions with Maximum Likelihood Estimation.
CoRR
(2022)