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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 61 24

  2. deep-jsense deep-jsense Public

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

    Python 31 2

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

    Jupyter Notebook 99 13

  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 123 29

  5. Nufft_Torch Nufft_Torch Public

    PyTorch Implementation of NUFFT

    Python 2

  6. motion_score_mri motion_score_mri Public

    Accelerated motion correction with score-based generative models

    Jupyter Notebook 19 4

Repositories

Showing 10 of 40 repositories
  • bloch-simulator-python Public Forked from namalkanti/bloch-simulator-python

    The original bloch equation simulator was a Matlab mex file created by Brian Hargreaves at Stanford University. This modification to run it as a Python C extension

    utcsilab/bloch-simulator-python’s past year of commit activity
    Python 2 33 0 0 Updated Feb 11, 2026
  • MRI_Diffusion_Patterns Public

    Source code for Ravula et al., Optimizing sampling patterns for compressed sensing MRI with diffusion generative models

    utcsilab/MRI_Diffusion_Patterns’s past year of commit activity
    Python 0 MIT 0 0 0 Updated Feb 10, 2026
  • 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 123 29 0 0 Updated Jan 20, 2026
  • gsure-diffusion-mri Public

    [MRM 2025] Official Implementation: "Robust multi-coil MRI reconstruction via self-supervised denoising"

    utcsilab/gsure-diffusion-mri’s past year of commit activity
    Python 6 MIT 1 0 0 Updated Oct 6, 2025
  • deepinpy Public

    Deep inverse problems in Python

    utcsilab/deepinpy’s past year of commit activity
    Python 61 MIT 24 9 (2 issues need help) 1 Updated Aug 7, 2025
  • utcsilab/c2f-motion-correction’s past year of commit activity
    Jupyter Notebook 0 0 0 0 Updated Jun 2, 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
    4 MIT 1 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
  • 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 22 15 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

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