├── .gitignore ├── README.md ├── code ├── data │ ├── div2k.lua │ ├── flickr2k.lua │ ├── imagenet50k.lua │ ├── mnist.lua │ └── transforms.lua ├── dataloader.lua ├── loss │ ├── KernelCriterion.lua │ ├── Kmloss.lua │ └── init.lua ├── main.lua ├── model │ ├── b_net.lua │ ├── baseline.lua │ ├── common.lua │ ├── inception.lua │ ├── init.lua │ ├── kmresnet.lua │ ├── msresnet.lua │ ├── multiscale.lua │ ├── multiscale_unknown.lua │ ├── recurVDSR.lua │ ├── resnet.lua │ ├── resnet_cu.lua │ ├── srresnet_cu.lua │ ├── unet.lua │ ├── unknown_downnet.lua │ └── vdsr.lua ├── opts.lua ├── tools │ ├── Flickr2K │ │ ├── code │ │ │ ├── flickrAPI_downloader.py │ │ │ ├── googleAPI_downloader.py │ │ │ ├── nogada │ │ │ │ ├── getKey.m │ │ │ │ └── nogada.m │ │ │ └── rename.py │ │ ├── fine │ │ │ └── .gitignore │ │ └── garbage │ │ │ └── .gitignore │ ├── bicubic_downsampler.m │ ├── compare_plot.lua │ ├── findearlystop.lua │ ├── gen_augunknown.lua │ ├── gen_unknown_data.lua │ ├── make_IMAGENET │ │ ├── 1_mergeAll.m │ │ ├── 2_random50k.m │ │ ├── 3_generate_train.m │ │ ├── generate_train.m~ │ │ └── random50k.m~ │ ├── merge_test_validHR.sh │ ├── png_to_t7.lua │ ├── psnrConverter.lua │ ├── stat_DIV2K.lua │ ├── stat_IMAGENET.lua │ ├── test_chopForward.lua │ └── test_t7pack.lua ├── train.lua ├── training.sh └── utils.lua ├── demo ├── compare │ ├── crop.lua │ ├── crop.sh │ ├── crop_random.lua │ ├── interpolate.m │ └── psnr_ssim.m ├── evaluation.m ├── img_input │ └── .gitignore ├── img_output │ └── .gitignore ├── img_target │ └── .gitignore ├── makeFinal.sh ├── make_gif.py ├── model │ └── .gitignore └── test.lua ├── experiment └── .gitignore └── figs ├── Challenge_result.png ├── EDSR.png ├── MDSR.png ├── paper_result.png └── result ├── result_1.jpg ├── result_10.jpg ├── result_11.jpg ├── result_12.jpg ├── result_13.jpg ├── result_14.jpg ├── result_15.jpg ├── result_16.jpg ├── result_17.jpg ├── result_18.jpg ├── result_19.jpg ├── result_2.jpg ├── result_20.jpg ├── result_3.jpg ├── result_4.jpg ├── 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