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@LS4GAN Large Scale Scientific Simulation Systematics GAN

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    18 repositories

    • gallery

      Public
      Media files for the LS4GAN projects
      BSD 3-Clause "New" or "Revised" License
      •1•1•0•0•Updated Dec 10, 2025Dec 10, 2025

    • uvcgan-s

      Public
      Code Release for Robust and Generalizable Background Subtraction on Images of Calorimeter Jets using Unsupervised Generative Learning
      2•1•0•1•Updated Oct 26, 2025Oct 26, 2025

    • uvcgan2

      Public
      UVCGAN v2: An Improved Cycle-Consistent GAN for Unpaired Image-to-Image Translation
      Python
      •
      Other
      •22•154•29•0•Updated Mar 12, 2025Mar 12, 2025

    • uvcgan

      Public
      Code accompanying UVCGAN paper
      Python
      •
      Other
      •23•153•10•0•Updated Jan 6, 2025Jan 6, 2025

    • benchmarking

      Public
      Release detailed information for the benchmarking algorithms
      Python
      •1•12•0•0•Updated Oct 29, 2024Oct 29, 2024

    • calo-ddpm

      Public
      Full Detector Simulation of Heavy-Ion Collisions with Diffusion Models
      Python
      •
      Other
      •1•1•0•0•Updated Jul 12, 2024Jul 12, 2024

    • uvcgan4slats

      Public
      Unpaired Image Translation for Neutrino Experiements
      Python
      •
      Other
      •5•22•0•0•Updated Jul 21, 2023Jul 21, 2023

    • celeba4cyclegan

      Public
      Prepare CelebA Dataset for Unpaired Image-to-Image Translation
      Python
      •
      BSD 2-Clause "Simplified" License
      •1•3•0•0•Updated Jul 10, 2023Jul 10, 2023

    • toytools

      Public
      A collection of functions to handle toyzero dataset
      Python
      •2•1•0•1•Updated Nov 2, 2022Nov 2, 2022

    • toyzero

      Public
      Setup for providing initial toy fodder for LS4GAN development
      Jsonnet
      •0•2•0•0•Updated Oct 28, 2021Oct 28, 2021

    • supervisedTransformer

      Public
      Supervised Toyzero image translation with Transformer
      Jupyter Notebook
      •0•0•0•0•Updated Sep 2, 2021Sep 2, 2021

    • awesome-GAN-papers

      Public
      0•7•0•0•Updated Sep 1, 2021Sep 1, 2021

    • containers

      Public
      Files to build various containers for LS4GAN
      Dockerfile
      •0•1•1•0•Updated Aug 19, 2021Aug 19, 2021

    • pytorch-CycleGAN-and-pix2pix

      Public
      Image-to-Image Translation in PyTorch
      Python
      •
      Other
      •6.6k•0•0•0•Updated Aug 16, 2021Aug 16, 2021

    • CollisionGAN

      Public
      Collision image translation
      Jupyter Notebook
      •1•0•0•0•Updated Aug 16, 2021Aug 16, 2021

    • ls4gan.github.io

      Public
      LS4GAN top github web pages
      CSS
      •0•0•0•0•Updated Jul 16, 2021Jul 16, 2021

    • ls4gan-python

      Public
      LS4GAN Primary Python Package
      Python
      •
      Other
      •1•0•9•0•Updated Jul 7, 2021Jul 7, 2021

    • HFMLTrigger

      Public
      Publicly available dataset for ML and AI program on real-time data reduction and learning at Tbps rate for the sPHENIX experiment
      GNU General Public License v3.0
      •3•0•0•0•Updated Dec 17, 2018Dec 17, 2018