Calo-VQ: Vector-Quantized Two-Stage Generative Model in Calorimeter Simulation

10 May 2024

Papers citing "Calo-VQ: Vector-Quantized Two-Stage Generative Model in Calorimeter Simulation"

8 / 8 papers shown

Title
Conditioned quantum-assisted deep generative surrogate for particle-calorimeter interactions J. Q. Toledo-Marín Sebastian Gonzalez Hao Jia Ian Lu Deniz Sogutlu ... Eric Paquet R. Melko Geoffrey C. Fox M. Swiatlowski W. Fedorko AI4CE 20 1 0 30 Oct 2024
PIPPIN: Generating variable length full events from partons Guillaume Quétant J. A. Raine Matthew Leigh Debajyoti Sengupta T. Golling 35 3 0 18 Jun 2024
A Comprehensive Evaluation of Generative Models in Calorimeter Shower Simulation Farzana Yasmin Ahmad Vanamala Venkataswamy Geoffrey Fox DiffM 30 5 0 08 Jun 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 36 6 0 30 May 2024
OmniJet- $α$ : The first cross-task foundation model for particle physics Joschka Birk Anna Hallin Gregor Kasieczka AI4CE 35 22 0 08 Mar 2024
Score-based Generative Models for Calorimeter Shower Simulation Vinicius Mikuni Benjamin Nachman DiffM 35 75 0 17 Jun 2022
CaloFlow II: Even Faster and Still Accurate Generation of Calorimeter Showers with Normalizing Flows Claudius Krause David Shih 40 64 0 21 Oct 2021
Discriminative Regularization for Generative Models Alex Lamb Vincent Dumoulin Aaron Courville DRL 37 65 0 09 Feb 2016