├── DIP_UNET_models ├── __pycache__ │ ├── __init__.cpython-36.pyc │ ├── common.cpython-36.pyc │ ├── common.cpython-37.pyc │ ├── downsampler.cpython-36.pyc │ ├── mri_model.cpython-36.pyc │ ├── resnet.cpython-36.pyc │ ├── skip.cpython-36.pyc │ ├── skip.cpython-37.pyc │ ├── skip_decoder.cpython-36.pyc │ ├── texture_nets.cpython-36.pyc │ └── unet.cpython-36.pyc ├── common.py ├── skip.py └── unet_and_tv │ ├── .ipynb_checkpoints │ └── run_bart-checkpoint.ipynb │ ├── README.md │ ├── __pycache__ │ ├── mri_model.cpython-36.pyc │ ├── mri_model.cpython-37.pyc │ ├── train_unet.cpython-36.pyc │ ├── train_unet.cpython-37.pyc │ ├── unet_model.cpython-36.pyc │ ├── unet_model.cpython-37.pyc │ ├── varnet.cpython-36.pyc │ ├── varnet.cpython-37.pyc │ └── varnetn.cpython-37.pyc │ ├── common │ ├── __init__.py │ ├── __pycache__ │ │ ├── __init__.cpython-36.pyc │ │ ├── __init__.cpython-37.pyc │ │ ├── args.cpython-36.pyc │ │ ├── args.cpython-37.pyc │ │ ├── evaluate.cpython-36.pyc │ │ ├── evaluate.cpython-37.pyc │ │ ├── subsample.cpython-36.pyc │ │ ├── subsample.cpython-37.pyc │ │ ├── utils.cpython-36.pyc │ │ └── utils.cpython-37.pyc │ ├── args.py │ ├── evaluate.py │ ├── subsample.py │ ├── test_subsample.py │ └── utils.py │ ├── data │ ├── README.md │ ├── __init__.py │ ├── __pycache__ │ │ ├── __init__.cpython-36.pyc │ │ ├── __init__.cpython-37.pyc │ │ ├── mri_data.cpython-36.pyc │ │ ├── mri_data.cpython-37.pyc │ │ ├── transforms.cpython-36.pyc │ │ └── transforms.cpython-37.pyc │ ├── mri_data.py │ ├── test_transforms.py │ └── transforms.py │ ├── mri_model.py │ ├── run_bart.ipynb │ ├── run_bart_val.py │ ├── train_unet.py │ ├── unet_model.py │ ├── uuu.zip │ ├── varnet.py │ └── varnetn.py ├── LICENSE ├── README.md ├── adversarial_perturbations_basis_doesnt_matter.ipynb ├── adversarial_perturbations_trained.ipynb ├── adversarial_perturbations_untrained.ipynb ├── common ├── __init__.py ├── __pycache__ │ ├── __init__.cpython-36.pyc │ ├── __init__.cpython-37.pyc │ ├── args.cpython-36.pyc │ ├── args.cpython-37.pyc │ ├── evaluate.cpython-36.pyc │ ├── evaluate.cpython-37.pyc │ ├── subsample.cpython-36.pyc │ ├── subsample.cpython-37.pyc │ ├── utils.cpython-36.pyc │ └── utils.cpython-37.pyc ├── args.py ├── evaluate.py ├── subsample.py ├── test_subsample.py └── utils.py ├── distribution_shift_fastMRI_knee_to_brain.ipynb ├── distribution_shift_fastMRI_to_Stanford.ipynb ├── distribution_shift_fastMRI_to_adversarially_filtered_data.ipynb ├── figures └── _robustness_.PNG ├── include ├── __init__.py ├── __pycache__ │ ├── __init__.cpython-36.pyc │ ├── __init__.cpython-37.pyc │ ├── compression.cpython-36.pyc │ ├── decoder.cpython-36.pyc │ ├── decoder_conv.cpython-36.pyc │ ├── decoder_conv.cpython-37.pyc │ ├── decoder_parallel.cpython-36.pyc │ ├── decoder_parallel2.cpython-36.pyc │ ├── decoder_parallel_conv.cpython-36.pyc │ ├── decoder_parallel_conv.cpython-37.pyc │ ├── decoder_skip.cpython-36.pyc │ ├── decoder_skip.cpython-37.pyc │ ├── decoder_skip2.cpython-36.pyc │ ├── fit.cpython-36.pyc │ ├── fit.cpython-37.pyc │ ├── fit_new.cpython-36.pyc │ ├── fit_new.cpython-37.pyc │ ├── fits.cpython-37.pyc │ ├── helpers.cpython-36.pyc │ ├── helpers.cpython-37.pyc │ ├── mri_helpers.cpython-36.pyc │ ├── mri_helpers.cpython-37.pyc │ ├── runner.cpython-36.pyc │ ├── runner.cpython-37.pyc │ ├── runner_untrained.cpython-36.pyc │ ├── runner_untrained.cpython-37.pyc │ ├── transforms.cpython-36.pyc │ ├── transforms.cpython-37.pyc │ ├── visualize.cpython-36.pyc │ └── wavelet.cpython-36.pyc ├── decoder_conv.py ├── decoder_parallel_conv.py ├── decoder_skip.py ├── fit.py ├── fits.py ├── helpers.py ├── mri_helpers.py ├── onedim.py ├── pytorch_ssim │ ├── __init__.py │ └── __pycache__ │ │ └── __init__.cpython-36.pyc ├── runner.py ├── runner_untrained.py └── transforms.py ├── small_features_artificial_fixed_information.ipynb └── small_features_real_world_pathology.ipynb /DIP_UNET_models/__pycache__/__init__.cpython-36.pyc: 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