├── LICENSE ├── MLA └── Data Automation │ └── L2W │ ├── L2W.py │ ├── data │ ├── __init__.py │ ├── __pycache__ │ │ ├── __init__.cpython-37.pyc │ │ └── cifar.cpython-37.pyc │ └── cifar.py │ ├── model.py │ ├── model │ ├── __init__.py │ ├── __pycache__ │ │ ├── __init__.cpython-37.pyc │ │ └── resnet32.cpython-37.pyc │ └── resnet32.py │ ├── optim.py │ ├── readme.md │ └── scripts │ └── cifar.sh ├── README.md └── SLeM ├── Algorithm Automation ├── MLR │ ├── data_loader.py │ ├── meta_image_model.py │ ├── meta_train.py │ ├── module.py │ ├── optim.py │ └── utils.py ├── README.md └── RG │ ├── dataloader.py │ ├── dataset │ ├── abalone_scale.txt.csv │ ├── bodyfat_scale.txt.csv │ ├── cadata.txt.csv │ ├── cpusmall_scale.txt.csv │ ├── eunite2001.t.csv │ ├── eunite2001.txt.csv │ ├── housing_scale.txt.csv │ ├── mg_scale.txt.csv │ ├── mpg_network_tv.csv │ ├── mpg_scale.txt.csv │ ├── pyrim_scale.txt.csv │ ├── space_ga_scale.txt.csv │ └── triazines_scale.txt.csv │ ├── model.py │ ├── optim.py │ └── train_v0.py ├── Data Automation ├── CMW-Net │ ├── PreResNet_jt.py │ ├── cmwn_jt.py │ ├── dataloader_cifar_jt.py │ └── optim.py ├── CMWNet -SL │ ├── PreResNet_jt.py │ ├── cmwn_sl_jt.py │ ├── dataloader_cifar_jt.py │ └── optim.py ├── DAC-MR-MW-Net │ ├── MWN.py │ ├── data │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-37.pyc │ │ │ └── cifar.cpython-37.pyc │ │ └── cifar.py │ ├── model.py │ ├── model │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-37.pyc │ │ │ └── resnet32.cpython-37.pyc │ │ └── resnet32.py │ ├── optim.py │ ├── readme.md │ └── scripts │ │ └── cifar.sh ├── MSLC │ ├── cifar.py │ ├── main.py │ ├── optim.py │ └── resnet32.py ├── MW-Net │ ├── MWN.py │ ├── data │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-37.pyc │ │ │ └── cifar.cpython-37.pyc │ │ └── cifar.py │ ├── model.py │ ├── model │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-37.pyc │ │ │ └── resnet32.cpython-37.pyc │ │ └── resnet32.py │ ├── optim.py │ ├── readme.md │ └── scripts │ │ └── cifar.sh ├── OS3M │ ├── MWN copy.py │ ├── MWN.py │ ├── data │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-37.pyc │ │ │ └── cifar.cpython-37.pyc │ │ └── cifar.py │ ├── model.py │ ├── model │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-37.pyc │ │ │ └── resnet32.cpython-37.pyc │ │ └── resnet32.py │ ├── optim.py │ ├── readme.md │ └── scripts │ │ └── cifar.sh ├── PMW-Net │ ├── PMWN.py │ ├── data │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-37.pyc │ │ │ └── cifar.cpython-37.pyc │ │ └── cifar.py │ ├── model.py │ ├── model │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-37.pyc │ │ │ └── resnet32.cpython-37.pyc │ │ └── resnet32.py │ ├── optim.py │ ├── readme.md │ └── scripts │ │ └── cifar.sh └── README.md ├── Loss Automation ├── HWNet4HID │ ├── lib.py │ ├── methods.py │ ├── net.py │ └── train_NUCLR.py ├── NARL-Adjuster │ ├── load_corrupted_data.py │ ├── main.py │ ├── optim.py │ └── resnet.py └── README.md └── Network Automation ├── DPIR ├── LICENSE ├── README.md ├── figs │ ├── color_psnr.png │ ├── deblur_1.png │ ├── demosaic_1.png │ ├── demosaic_2.png │ ├── denoiser_arch.png │ ├── grayscale_psnr.png │ ├── sisr_1.png │ ├── test_03_noisy_0750.png │ └── test_03_usrnet_2355.png ├── kernels │ ├── Levin09.mat │ ├── kernels_12.mat │ └── kernels_bicubicx234.mat ├── main_download_pretrained_models.py ├── main_dpir_deblocking_color.py ├── main_dpir_deblocking_grayscale.py ├── main_dpir_deblur.py ├── main_dpir_demosaick.py ├── main_dpir_denoising.py ├── main_dpir_sisr.py ├── main_dpir_sisr_real_applications.py ├── model_zoo │ └── README.md ├── models │ ├── basicblock.py │ ├── network_dncnn.py │ └── network_unet.py ├── testsets │ ├── set12 │ │ ├── 01.png │ │ ├── 02.png │ │ ├── 03.png │ │ ├── 04.png │ │ ├── 05.png │ │ ├── 06.png │ │ ├── 07.png │ │ ├── 08.png │ │ ├── 09.png │ │ ├── 10.png │ │ ├── 11.png │ │ └── 12.png │ ├── set3c │ │ ├── butterfly.png │ │ ├── leaves.png │ │ └── starfish.png │ └── set5 │ │ ├── baby_GT.bmp │ │ ├── bird_GT.bmp │ │ ├── butterfly_GT.bmp │ │ ├── head_GT.bmp │ │ └── woman_GT.bmp └── utils │ ├── test.bmp │ ├── utils_bnorm.py │ ├── utils_csmri.py │ ├── utils_deblur.py │ ├── utils_image.py │ ├── utils_inpaint.py │ ├── utils_logger.py │ ├── utils_model.py │ ├── utils_mosaic.py │ ├── utils_pnp.py │ ├── utils_sisr.py │ ├── utils_sisr_beforepytorchversion8.py │ └── utils_test.py ├── L2AC ├── README.md ├── RandAugment │ ├── __init__.py │ ├── augmentations.py │ ├── common.py │ ├── data.py │ ├── imagenet.py │ ├── lr_scheduler.py │ ├── metrics.py │ ├── networks │ │ ├── __init__.py │ │ ├── pyramidnet.py │ │ ├── resnet.py │ │ ├── shakedrop.py │ │ ├── shakeshake │ │ │ ├── __init__.py │ │ │ ├── shake_resnet.py │ │ │ ├── shake_resnext.py │ │ │ └── shakeshake.py │ │ └── wideresnet.py │ ├── smooth_ce.py │ └── train.py ├── dataset │ ├── ClassAwareSampler.py │ ├── fix_cifar10.py │ ├── fix_cifar100.py │ └── fix_stl10.py ├── models │ 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