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Latent Space Refinement for Deep Generative Models

v1v2 (latest)

Latent Space Refinement for Deep Generative Models

1 June 2021

R. Winterhalder

Marco Bellagente

Benjamin Nachman

ArXiv (abs)PDF HTML

Papers citing "Latent Space Refinement for Deep Generative Models"

10 / 10 papers shown

Extrapolating Jet Radiation with Autoregressive Transformers

Extrapolating Jet Radiation with Autoregressive Transformers

François Charton

Javier Marino Villadamigo

248

4

0

16 Dec 2024

Calibrating Bayesian Generative Machine Learning for Bayesiamplification

Calibrating Bayesian Generative Machine Learning for Bayesiamplification

Gregor Kasieczka

159

8

0

01 Aug 2024

Deep Generative Models for Detector Signature Simulation: A Taxonomic
Review

Deep Generative Models for Detector Signature Simulation: A Taxonomic ReviewReviews in Physics (RP), 2023

Claudius Krause

352

25

0

15 Dec 2023

Calorimeter shower superresolution

Calorimeter shower superresolution

201

11

0

22 Aug 2023

Steering Language Generation: Harnessing Contrastive Expert Guidance and
Negative Prompting for Coherent and Diverse Synthetic Data Generation

Steering Language Generation: Harnessing Contrastive Expert Guidance and Negative Prompting for Coherent and Diverse Synthetic Data Generation

Charles OÑeill

Jack Miller

304

1

0

15 Aug 2023

High-dimensional and Permutation Invariant Anomaly Detection

High-dimensional and Permutation Invariant Anomaly DetectionSciPost Physics (SciPost Phys.), 2023

Vinicius Mikuni

Benjamin Nachman

438

22

0

06 Jun 2023

ELSA -- Enhanced latent spaces for improved collider simulations

ELSA -- Enhanced latent spaces for improved collider simulations

Benjamin Nachman

R. Winterhalder

283

15

0

12 May 2023

New directions for surrogate models and differentiable programming for
High Energy Physics detector simulation

New directions for surrogate models and differentiable programming for High Energy Physics detector simulation

Andreas Adelmann

Gregor Kasieczka

...

Vinicius Mikuni

Benjamin Nachman

181

34

0

15 Mar 2022

Generative Networks for Precision Enthusiasts

Generative Networks for Precision EnthusiastsSciPost Physics (SciPost Phys.), 2021

Sander Hummerich

Armand Rousselot

295

65

0

22 Oct 2021

CaloFlow: Fast and Accurate Generation of Calorimeter Showers with
Normalizing Flows

CaloFlow: Fast and Accurate Generation of Calorimeter Showers with Normalizing Flows

Claudius Krause

350

89

0

09 Jun 2021