Latent Space Refinement for Deep Generative Models

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Latent Space Refinement for Deep Generative Models

1 June 2021

R. Winterhalder

Marco Bellagente

Benjamin Nachman

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Papers citing "Latent Space Refinement for Deep Generative Models"

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Title
Extrapolating Jet Radiation with Autoregressive Transformers A. Butter François Charton Javier Marino Villadamigo Ayodele Ore Tilman Plehn Jonas Spinner 208 3 0 16 Dec 2024
Calibrating Bayesian Generative Machine Learning for Bayesiamplification S. Bieringer Yuan-Tang Chou Gregor Kasieczka Mathias Trabs 139 7 0 01 Aug 2024
Deep Generative Models for Detector Signature Simulation: A Taxonomic ReviewReviews in Physics (RP), 2023 Baran Hashemi Claudius Krause 290 23 0 15 Dec 2023
Calorimeter shower superresolution Ian Pang C. Pollard David Shih DiffM 169 10 0 22 Aug 2023
Steering Language Generation: Harnessing Contrastive Expert Guidance and Negative Prompting for Coherent and Diverse Synthetic Data Generation Charles OÑeill Y. Ting 丁 I. Ciucă Jack Miller Thang Bui SyDa 263 1 0 15 Aug 2023
High-dimensional and Permutation Invariant Anomaly DetectionSciPost Physics (SciPost Phys.), 2023 Vinicius Mikuni Benjamin Nachman DiffM 321 22 0 06 Jun 2023
ELSA -- Enhanced latent spaces for improved collider simulations Benjamin Nachman R. Winterhalder 231 15 0 12 May 2023
New directions for surrogate models and differentiable programming for High Energy Physics detector simulation Andreas Adelmann W. Hopkins E. Kourlitis Michael Kagan Gregor Kasieczka ... David Shih Vinicius Mikuni Benjamin Nachman K. Pedro D. Winklehner 162 34 0 15 Mar 2022
Generative Networks for Precision EnthusiastsSciPost Physics (SciPost Phys.), 2021 A. Butter Theo Heimel Sander Hummerich Tobias Krebs Tilman Plehn Armand Rousselot Sophia Vent AI4CE 243 64 0 22 Oct 2021
CaloFlow: Fast and Accurate Generation of Calorimeter Showers with Normalizing Flows Claudius Krause David Shih AI4CE 316 89 0 09 Jun 2021