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@LS4GAN

Large Scale Scientific Simulation Systematics GAN

Work toward a novel approach to precise handling of systematic differences between simulation and reality using GANs

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  1. uvcgan uvcgan Public

    Code accompanying UVCGAN paper

    Python 152 23

  2. uvcgan2 uvcgan2 Public

    UVCGAN v2: An Improved Cycle-Consistent GAN for Unpaired Image-to-Image Translation

    Python 152 22

  3. uvcgan4slats uvcgan4slats Public

    Unpaired Image Translation for Neutrino Experiements

    Python 22 5

  4. benchmarking benchmarking Public

    Release detailed information for the benchmarking algorithms

    Python 12 1

  5. awesome-GAN-papers awesome-GAN-papers Public

    7

  6. celeba4cyclegan celeba4cyclegan Public

    Prepare CelebA Dataset for Unpaired Image-to-Image Translation

    Python 3 1

Repositories

Showing 10 of 18 repositories
  • gallery Public

    Media files for the LS4GAN projects

    LS4GAN/gallery’s past year of commit activity
    1 BSD-3-Clause 1 0 0 Updated Dec 10, 2025
  • uvcgan-s Public

    Code Release for Robust and Generalizable Background Subtraction on Images of Calorimeter Jets using Unsupervised Generative Learning

    LS4GAN/uvcgan-s’s past year of commit activity
    1 2 0 1 Updated Oct 26, 2025
  • uvcgan2 Public

    UVCGAN v2: An Improved Cycle-Consistent GAN for Unpaired Image-to-Image Translation

    LS4GAN/uvcgan2’s past year of commit activity
    Python 152 22 28 0 Updated Mar 12, 2025
  • uvcgan Public

    Code accompanying UVCGAN paper

    LS4GAN/uvcgan’s past year of commit activity
    Python 152 23 10 0 Updated Jan 6, 2025
  • benchmarking Public

    Release detailed information for the benchmarking algorithms

    LS4GAN/benchmarking’s past year of commit activity
    Python 12 1 0 0 Updated Oct 29, 2024
  • calo-ddpm Public

    Full Detector Simulation of Heavy-Ion Collisions with Diffusion Models

    LS4GAN/calo-ddpm’s past year of commit activity
    Python 1 1 0 0 Updated Jul 12, 2024
  • uvcgan4slats Public

    Unpaired Image Translation for Neutrino Experiements

    LS4GAN/uvcgan4slats’s past year of commit activity
    Python 22 5 0 (1 issue needs help) 0 Updated Jul 21, 2023
  • celeba4cyclegan Public

    Prepare CelebA Dataset for Unpaired Image-to-Image Translation

    LS4GAN/celeba4cyclegan’s past year of commit activity
    Python 3 BSD-2-Clause 1 0 0 Updated Jul 10, 2023
  • toytools Public

    A collection of functions to handle toyzero dataset

    LS4GAN/toytools’s past year of commit activity
    Python 1 2 0 1 Updated Nov 2, 2022
  • toyzero Public

    Setup for providing initial toy fodder for LS4GAN development

    LS4GAN/toyzero’s past year of commit activity
    Jsonnet 2 0 0 0 Updated Oct 28, 2021
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