Skip to content

@utcsilab The University of Texas Computational Sensing and Imaging Lab

All

    Repositories list

    42 repositories

    • edm

      Public
      Elucidating the Design Space of Diffusion-Based Generative Models (EDM)
      Jupyter Notebook
      •
      Other
      •213•0•0•0•Updated Jul 14, 2026Jul 14, 2026

    • low-field

      Public
      Low field MRI research group
      Python
      •0•0•0•0•Updated Jun 22, 2026Jun 22, 2026

    • Jace_test

      Public
      Scripts for Jace's work
      Python
      •0•0•0•0•Updated May 19, 2026May 19, 2026

    • MRI_Diffusion_Patterns

      Public
      Source code for Ravula et al., Optimizing sampling patterns for compressed sensing MRI with diffusion generative models
      Python
      •
      MIT License
      •0•0•0•0•Updated May 14, 2026May 14, 2026

    • score-based-channels

      Public
      Source code for paper "MIMO Channel Estimation using Score-Based Generative Models", published in IEEE Transactions on Wireless Communications.
      deep-learningphysical-layer
      deep-learningphysical-layer
      Python
      •
      Other
      •32•141•0•0•Updated May 11, 2026May 11, 2026

    • deep-jsense

      Public
      Code for Deep J-Sense: Accelerated MRI Reconstruction via Unrolled Alternating Optimization
      Python
      •
      MIT License
      •3•31•0•0•Updated Feb 23, 2026Feb 23, 2026

    • bloch-simulator-python

      Public
      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 extens…
      Python
      •34•2•0•0•Updated Feb 16, 2026Feb 16, 2026

    • gsure-diffusion-mri

      Public
      [MRM 2025] Official Implementation: "Robust multi-coil MRI reconstruction via self-supervised denoising"
      inverse-problemsgenerative-models
      inverse-problemsgenerative-models
      Python
      •
      MIT License
      •1•7•0•0•Updated Oct 6, 2025Oct 6, 2025

    • deepinpy

      Public
      Deep inverse problems in Python
      Python
      •
      MIT License
      •24•63•9•1•Updated Aug 7, 2025Aug 7, 2025

    • c2f-motion-correction

      Public
      Jupyter Notebook
      •0•0•0•0•Updated Jun 2, 2025Jun 2, 2025

    • SureScore-Diffusion

      Public
      [IEEE Asilomar 2023] Official Implementation: "Solving Inverse Problems with Score-Based Generative Priors learned from Noisy Data"
      inverse-problemsgenerative-models
      inverse-problemsgenerative-models
      MIT License
      •1•4•0•0•Updated Apr 23, 2025Apr 23, 2025

    • GsureScore-Diffusion

      Public
      [ISMRM 2024] Official Implementation: "GSURE denoising enables training of higher quality generative priors for accelerated multi-coil MRI reconstruction"
      inverse-problemsgenerative-models
      inverse-problemsgenerative-models
      MIT License
      •0•0•0•0•Updated Apr 23, 2025Apr 23, 2025

    • ambient-diffusion-mri

      Public
      [ICLR 2025] Official Implementation: "Ambient Diffusion Posterior Sampling: Solving Inverse Problems with Diffusion Models trained on Corrupted Data"
      inverse-problemsgenerative-models
      inverse-problemsgenerative-models
      Python
      •17•25•0•0•Updated Feb 27, 2025Feb 27, 2025

    • bart-autodoc

      Public
      BART automated documentation
      Python
      •1•0•0•0•Updated Feb 26, 2025Feb 26, 2025

    • t2shuffling-support

      Public
      Demonstration code for the MRM manuscript, "T2 Shuffling: Sharp, Multi-Contrast, Volumetric Fast Spin-Echo Imaging"
      MATLAB
      •
      Other
      •14•22•0•0•Updated Jan 13, 2025Jan 13, 2025

    • inrlib

      Public
      Framework for training implicit neural representations
      deep-learningsignal-processingimplicit-neural-representation
      deep-learningsignal-processingimplicit-neural-representation
      Jupyter Notebook
      •0•1•0•0•Updated Nov 7, 2024Nov 7, 2024

    • motion_score_mri

      Public
      Accelerated motion correction with score-based generative models
      Jupyter Notebook
      •
      Other
      •4•20•1•0•Updated Sep 8, 2024Sep 8, 2024

    • edm_yamin

      Public
      my implementation of edm with associated changes
      Jupyter Notebook
      •
      Other
      •1•0•0•0•Updated Aug 26, 2024Aug 26, 2024

    • joint_prior_MRI_recon

      Public
      Jupyter Notebook
      •0•0•0•0•Updated Aug 25, 2024Aug 25, 2024

    • parallel-implicit-crime

      Public
      Jupyter Notebook
      •0•0•0•0•Updated Apr 29, 2024Apr 29, 2024

    • DL_contrast_correction

      Public
      Deep learning framework to correct synthetic MRI contrasts
      Python
      •0•0•0•0•Updated Apr 26, 2024Apr 26, 2024

    • Diffusion_Inverse

      Public
      Jupyter Notebook
      •3•3•0•1•Updated Jan 30, 2024Jan 30, 2024

    • Motion_Diffusion

      Public
      Jupyter Notebook
      •0•0•0•0•Updated Dec 7, 2023Dec 7, 2023

    • score-diffusion-training

      Public
      Generic PyTorch Pipeline for solving Inverse Problems using Score-based Generative Models
      deep-learninginverse-problemsgenerative-models
      deep-learninginverse-problemsgenerative-models
      Python
      •
      MIT License
      •4•13•0•0•Updated Oct 26, 2023Oct 26, 2023

    • score-diffusion-sampling

      Public
      Generic PyTorch Pipeline for solving Inverse Problems using Score-based Generative Models
      deep-learninginverse-problemsgenerative-models
      deep-learninginverse-problemsgenerative-models
      Python
      •
      MIT License
      •0•7•0•0•Updated Jun 13, 2023Jun 13, 2023

    • mri-sim-py

      Public
      Magnetic Resonance Imaging (MRI) Simulation Code in Python
      Jupyter Notebook
      •
      MIT License
      •13•29•0•0•Updated May 12, 2023May 12, 2023

    • Nufft_Torch

      Public
      PyTorch Implementation of NUFFT
      Python
      •
      MIT License
      •0•3•0•0•Updated Dec 4, 2022Dec 4, 2022

    • fewmax

      Public
      Python
      •0•3•1•0•Updated Nov 1, 2022Nov 1, 2022

    • ESI_HGE

      Public
      Implementation of Hyperbolic Graph Embedding with Enhanced Semi-Implicit Variational Inference
      Python
      •
      MIT License
      •1•1•0•0•Updated Aug 28, 2022Aug 28, 2022

    • Unrolled_FedLrn

      Public
      Federated Learning for MR Image Recon
      Python
      •1•2•0•0•Updated Mar 15, 2022Mar 15, 2022
    ProTip! When viewing an organization's repositories, you can use the props. filter to filter by custom property.