├── Jacobian_inner_product_noisevsimg.ipynb ├── Jacobian_multi_layer_deep_decoder.ipynb ├── README.md ├── denoising_MSE_curves.ipynb ├── denoising_bm3d_example.ipynb ├── denoising_bm3d_imagenet_selected100_paper.ipynb ├── denoising_imagenet_selected100_paper.ipynb ├── denoising_performance_example.ipynb ├── image_fitted_faster_than_noise_on_imgnet.ipynb ├── include ├── __init__.py ├── __pycache__ │ ├── __init__.cpython-36.pyc │ ├── __init__.cpython-37.pyc │ ├── compression.cpython-36.pyc │ ├── compression.cpython-37.pyc │ ├── decoder.cpython-36.pyc │ ├── decoder.cpython-37.pyc │ ├── fit.cpython-36.pyc │ ├── fit.cpython-37.pyc │ ├── helpers.cpython-36.pyc │ ├── helpers.cpython-37.pyc │ ├── transforms.cpython-36.pyc │ ├── transforms.cpython-37.pyc │ ├── visualize.cpython-36.pyc │ ├── visualize.cpython-37.pyc │ ├── wavelet.cpython-36.pyc │ └── wavelet.cpython-37.pyc ├── compression.py ├── decoder.py ├── denoise.py ├── fit.py ├── helpers.py ├── onedim.py ├── transforms.py ├── visualize.py └── wavelet.py ├── kernels_and_associated_dual_kernels.ipynb ├── linear_least_squares_selective_fitting_warmup.ipynb ├── noise_vs_img_fitting_different_architectures.ipynb ├── test_data ├── astronaut.png └── phantom256.png └── visualization_linear_approximation.ipynb /Jacobian_inner_product_noisevsimg.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MLI-lab/overparameterized_convolutional_generators/HEAD/Jacobian_inner_product_noisevsimg.ipynb -------------------------------------------------------------------------------- /Jacobian_multi_layer_deep_decoder.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MLI-lab/overparameterized_convolutional_generators/HEAD/Jacobian_multi_layer_deep_decoder.ipynb -------------------------------------------------------------------------------- /README.md: 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