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2001.11103
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Simulation of electron-proton scattering events by a Feature-Augmented and Transformed Generative Adversarial Network (FAT-GAN)
29 January 2020
Yasir Alanazi
Nobuo Sato
Tianbo Liu
W. Melnitchouk
P. Ambrozewicz
F. Hauenstein
M. Kuchera
E. Pritchard
M. Robertson
R. Strauss
L. Velasco
Yaohang Li
GAN
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Papers citing
"Simulation of electron-proton scattering events by a Feature-Augmented and Transformed Generative Adversarial Network (FAT-GAN)"
20 / 20 papers shown
Title
Extrapolating Jet Radiation with Autoregressive Transformers
A. Butter
François Charton
Javier Marino Villadamigo
Ayodele Ore
Tilman Plehn
Jonas Spinner
88
0
0
16 Dec 2024
Convolutional L2LFlows: Generating Accurate Showers in Highly Granular Calorimeters Using Convolutional Normalizing Flows
Thorsten Buss
F. Gaede
Gregor Kasieczka
Claudius Krause
David Shih
AI4CE
41
6
0
30 May 2024
Deep Generative Models for Detector Signature Simulation: A Taxonomic Review
Baran Hashemi
Claudius Krause
35
16
0
15 Dec 2023
Flow Matching Beyond Kinematics: Generating Jets with Particle-ID and Trajectory Displacement Information
Joschka Birk
E. Buhmann
Cedric Ewen
Gregor Kasieczka
David Shih
53
12
0
30 Nov 2023
Fast 2D Bicephalous Convolutional Autoencoder for Compressing 3D Time Projection Chamber Data
Yi Huang
Yihui Ren
Shinjae Yoo
Jin-zhi Huang
11
4
0
23 Oct 2023
EPiC-ly Fast Particle Cloud Generation with Flow-Matching and Diffusion
E. Buhmann
Cedric Ewen
D. Faroughy
T. Golling
Gregor Kasieczka
Matthew Leigh
Guillaume Quétant
J. A. Raine
Debajyoti Sengupta
David Shih
DiffM
52
27
0
29 Sep 2023
CaloClouds II: Ultra-Fast Geometry-Independent Highly-Granular Calorimeter Simulation
E. Buhmann
F. Gaede
Gregor Kasieczka
A. Korol
W. Korcari
K. Krüger
Peter McKeown
DiffM
43
24
0
11 Sep 2023
PC-Droid: Faster diffusion and improved quality for particle cloud generation
Matthew Leigh
Debasish Sengupta
J. A. Raine
Guillaume Quétant
T. Golling
DiffM
48
14
0
13 Jul 2023
Probabilistic Matching of Real and Generated Data Statistics in Generative Adversarial Networks
Philipp Pilar
Niklas Wahlström
GAN
18
1
0
19 Jun 2023
ELSA -- Enhanced latent spaces for improved collider simulations
Benjamin Nachman
R. Winterhalder
21
14
0
12 May 2023
PC-JeDi: Diffusion for Particle Cloud Generation in High Energy Physics
Matthew Leigh
Debasish Sengupta
Guillaume Quétant
J. A. Raine
K. Zoch
T. Golling
DiffM
40
46
0
09 Mar 2023
UVCGAN: UNet Vision Transformer cycle-consistent GAN for unpaired image-to-image translation
D. Torbunov
Yi Huang
Haiwang Yu
Jin-zhi Huang
Shinjae Yoo
Meifeng Lin
B. Viren
Yihui Ren
ViT
34
80
0
04 Mar 2022
Efficient Data Compression for 3D Sparse TPC via Bicephalous Convolutional Autoencoder
Yi Huang
Yihui Ren
Shinjae Yoo
Jin-zhi Huang
17
10
0
09 Nov 2021
Generative Networks for Precision Enthusiasts
A. Butter
Theo Heimel
Sander Hummerich
Tobias Krebs
Tilman Plehn
Armand Rousselot
Sophia Vent
AI4CE
21
59
0
22 Oct 2021
Optimising simulations for diphoton production at hadron colliders using amplitude neural networks
Joseph Aylett-Bullock
S. Badger
Ryan Moodie
20
22
0
17 Jun 2021
A survey of machine learning-based physics event generation
Yasir Alanazi
Nobuo Sato
P. Ambrozewicz
A. H. Blin
W. Melnitchouk
M. Battaglieri
Tianbo Liu
Yaohang Li
AI4CE
17
17
0
01 Jun 2021
Understanding Event-Generation Networks via Uncertainties
Marco Bellagente
Manuel Haussmann
Michel Luchmann
Tilman Plehn
BDL
41
55
0
09 Apr 2021
GANplifying Event Samples
A. Butter
S. Diefenbacher
Gregor Kasieczka
Benjamin Nachman
Tilman Plehn
GAN
15
71
0
14 Aug 2020
A Style-Based Generator Architecture for Generative Adversarial Networks
Tero Karras
S. Laine
Timo Aila
312
10,391
0
12 Dec 2018
C-RNN-GAN: Continuous recurrent neural networks with adversarial training
Olof Mogren
GAN
77
515
0
29 Nov 2016
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