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@MLI-lab

Machine Learning and Information Processing Laboratory

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  1. ConvDecoder ConvDecoder Public

    An un-trained neural network with a potential application in accelerated MRI

    Jupyter Notebook 40 7

  2. DeepDeWedge DeepDeWedge Public

    Self-supervised deep learning for denoising and missing wedge reconstruction of cryo-ET tomograms

    Jupyter Notebook 36 8

  3. Robustness-CS Robustness-CS Public

    Measuring the robustness of compressive sensing methods (including deep-learning-based ones) for image reconstruction.

    Jupyter Notebook 29 5

  4. cs_deep_decoder cs_deep_decoder Public

    Jupyter Notebook 17 2

  5. transformers_for_imaging transformers_for_imaging Public

    Jupyter Notebook 16 5

  6. early_stopping_double_descent early_stopping_double_descent Public

    Code for reproducing figures and results in the paper ``Early stopping in deep networks: Double descent and how to eliminate it''

    Jupyter Notebook 15 7

Repositories

Showing 10 of 26 repositories
  • TTT_Denoising Public
    MLI-lab/TTT_Denoising’s past year of commit activity
    Jupyter Notebook 1 0 0 0 Updated Dec 12, 2024
  • LLM_data_bias Public
    MLI-lab/LLM_data_bias’s past year of commit activity
    Python 0 MIT 0 0 0 Updated Dec 9, 2024
  • DeepDeWedge Public

    Self-supervised deep learning for denoising and missing wedge reconstruction of cryo-ET tomograms

    MLI-lab/DeepDeWedge’s past year of commit activity
    Jupyter Notebook 36 BSD-2-Clause 8 5 (1 issue needs help) 0 Updated Dec 9, 2024
  • MRI_MotionTTT Public
    MLI-lab/MRI_MotionTTT’s past year of commit activity
    Jupyter Notebook 2 BSD-2-Clause 0 0 0 Updated Nov 11, 2024
  • MLI-lab/deep_inverse_book.github.io’s past year of commit activity
    Jupyter Notebook 14 1 0 0 Updated Aug 4, 2024
  • imaging_MLPs Public
    MLI-lab/imaging_MLPs’s past year of commit activity
    Jupyter Notebook 9 MIT 2 0 0 Updated Mar 12, 2024
  • cinemri Public
    MLI-lab/cinemri’s past year of commit activity
    Python 8 3 0 0 Updated Jan 10, 2024
  • MLI-lab/mri_data_diversity’s past year of commit activity
    Python 1 Apache-2.0 0 0 0 Updated Dec 14, 2023
  • MLI-lab/sample_complexity_ss_recon’s past year of commit activity
    Jupyter Notebook 6 0 0 0 Updated Oct 27, 2023
  • MLI-lab/robust_reconstructors_via_jittering’s past year of commit activity
    Python 2 Apache-2.0 0 0 0 Updated Jul 25, 2023

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