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@utcsilab

The University of Texas Computational Sensing and Imaging Lab

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  1. deepinpy deepinpy Public

    Deep inverse problems in Python

    Python 59 24

  2. deep-jsense deep-jsense Public

    Code for Deep J-Sense: Accelerated MRI Reconstruction via Unrolled Alternating Optimization

    Python 30 2

  3. csgm-mri-langevin csgm-mri-langevin Public

    Jupyter Notebook 93 12

  4. score-based-channels score-based-channels Public

    Source code for paper "MIMO Channel Estimation using Score-Based Generative Models", published in IEEE Transactions on Wireless Communications.

    Python 95 28

  5. Nufft_Torch Nufft_Torch Public

    PyTorch Implementation of NUFFT

    Python 1

  6. motion_score_mri motion_score_mri Public

    Accelerated motion correction with score-based generative models

    Jupyter Notebook 16 3

Repositories

Showing 10 of 37 repositories
  • gsure-diffusion-mri Public

    Official Implementation: "Robust multi-coil MRI reconstruction via self-supervised denoising"

    utcsilab/gsure-diffusion-mri’s past year of commit activity
    Jupyter Notebook 1 MIT 0 0 0 Updated Apr 23, 2025
  • SureScore-Diffusion Public

    [IEEE Asilomar 2023] Official Implementation: "Solving Inverse Problems with Score-Based Generative Priors learned from Noisy Data"

    utcsilab/SureScore-Diffusion’s past year of commit activity
    2 MIT 0 0 0 Updated Apr 23, 2025
  • GsureScore-Diffusion Public

    [ISMRM 2024] Official Implementation: "GSURE denoising enables training of higher quality generative priors for accelerated multi-coil MRI reconstruction"

    utcsilab/GsureScore-Diffusion’s past year of commit activity
    0 MIT 0 0 0 Updated Apr 23, 2025
  • score-based-channels Public

    Source code for paper "MIMO Channel Estimation using Score-Based Generative Models", published in IEEE Transactions on Wireless Communications.

    utcsilab/score-based-channels’s past year of commit activity
    Python 95 28 2 0 Updated Apr 2, 2025
  • ambient-diffusion-mri Public Forked from giannisdaras/ambient-diffusion

    [ICLR 2025] Official Implementation: "Ambient Diffusion Posterior Sampling: Solving Inverse Problems with Diffusion Models trained on Corrupted Data"

    utcsilab/ambient-diffusion-mri’s past year of commit activity
    Python 16 11 0 0 Updated Feb 27, 2025
  • bart-autodoc Public

    BART automated documentation

    utcsilab/bart-autodoc’s past year of commit activity
    Python 0 1 0 0 Updated Feb 26, 2025
  • t2shuffling-support Public

    Demonstration code for the MRM manuscript, "T2 Shuffling: Sharp, Multi-Contrast, Volumetric Fast Spin-Echo Imaging"

    utcsilab/t2shuffling-support’s past year of commit activity
    MATLAB 19 15 0 0 Updated Jan 13, 2025
  • inrlib Public

    Framework for training implicit neural representations

    utcsilab/inrlib’s past year of commit activity
    Jupyter Notebook 1 0 0 0 Updated Nov 7, 2024
  • motion_score_mri Public

    Accelerated motion correction with score-based generative models

    utcsilab/motion_score_mri’s past year of commit activity
    Jupyter Notebook 16 3 1 0 Updated Sep 8, 2024
  • utcsilab/joint_prior_MRI_recon’s past year of commit activity
    Jupyter Notebook 0 0 0 0 Updated Aug 25, 2024

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