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Towards a Computer Vision Particle Flow
19 March 2020
F. Bello
S. Ganguly
Eilam Gross
Marumi Kado
M. Pitt
Lorenzo Santi
Jonathan Shlomi
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Papers citing
"Towards a Computer Vision Particle Flow"
10 / 10 papers shown
Title
Denoising Graph Super-Resolution towards Improved Collider Event Reconstruction
N. Kakati
Etienne Dreyer
Eilam Gross
AI4CE
130
2
0
24 Sep 2024
Calorimeter shower superresolution
Ian Pang
C. Pollard
David Shih
DiffM
133
10
0
22 Aug 2023
Progress towards an improved particle flow algorithm at CMS with machine learning
Farouk Mokhtar
J. Pata
Javier Mauricio Duarte
Eric Wulff
M. Pierini
J. Vlimant
AI4CE
76
8
0
30 Mar 2023
Graph Neural Networks in Particle Physics: Implementations, Innovations, and Challenges
S. Thais
P. Calafiura
G. Chachamis
G. Dezoort
Javier Mauricio Duarte
S. Ganguly
Michael Kagan
D. Murnane
Mark S. Neubauer
K. Terao
PINN
AI4CE
175
35
0
23 Mar 2022
Machine Learning for Particle Flow Reconstruction at CMS
J. Pata
Javier Mauricio Duarte
Farouk Mokhtar
Eric Wulff
J. Yoo
J. Vlimant
M. Pierini
M. Girone
130
27
0
01 Mar 2022
Generative Networks for Precision Enthusiasts
A. Butter
Theo Heimel
Sander Hummerich
Tobias Krebs
Tilman Plehn
Armand Rousselot
Sophia Vent
AI4CE
183
63
0
22 Oct 2021
Understanding Event-Generation Networks via Uncertainties
Marco Bellagente
Manuel Haussmann
Michel Luchmann
Tilman Plehn
BDL
142
60
0
09 Apr 2021
MLPF: Efficient machine-learned particle-flow reconstruction using graph neural networks
J. Pata
Javier Mauricio Duarte
J. Vlimant
M. Pierini
M. Spiropulu
274
82
0
21 Jan 2021
Simulating the Time Projection Chamber responses at the MPD detector using Generative Adversarial Networks
A. Maevskiy
F. Ratnikov
A. Zinchenko
V. Riabov
134
12
0
08 Dec 2020
Object condensation: one-stage grid-free multi-object reconstruction in physics detectors, graph and image data
J. Kieseler
3DPC
117
55
0
10 Feb 2020
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