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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 39 7

  2. DeepDeWedge DeepDeWedge Public

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

    Jupyter Notebook 32 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

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