├── README.md ├── eval ├── deblurring_eval │ └── evaluate_GOPRO_HIDE.m ├── deraining_eval │ └── evaluate_PSNR_SSIM.m ├── image_generation_eval │ ├── Table2_celeba_64 │ │ ├── crop_resize.py │ │ └── get_test.py │ └── fid_and_inception_score.py ├── lowlight_eval │ └── evaluate_PSNR_SSIM.m ├── lpips_eval │ ├── README.md │ ├── lpips_2dirs.py │ └── resize_256_and_save.py └── shadow_removal_eval │ └── evaluate_ISTD_results.m ├── experiments ├── 0_Partially_path-independent_generation │ ├── README.md │ ├── datasets │ │ ├── base.py │ │ ├── generation │ │ │ ├── LICENSE │ │ │ ├── __init__.py │ │ │ ├── celeba.py │ │ │ ├── ffhq.py │ │ │ ├── lsun.py │ │ │ ├── utils.py │ │ │ └── vision.py │ │ └── get_dataset.py │ ├── results │ │ └── sample │ │ │ └── model-100.pt │ ├── src │ │ ├── denoising_diffusion_pytorch.py │ │ └── residual_denoising_diffusion_pytorch.py │ ├── test.py │ └── train.py ├── 1_Image_Generation_convert_pretrained_DDIM_to_RDDM │ ├── README.md │ ├── src │ │ ├── scheduling_ddim_original.py │ │ └── scheduling_ddim_our.py │ └── test.py ├── 2_Image_Restoration_deraing_raindrop_noise1 │ ├── README.md │ ├── datasets │ │ ├── base.py │ │ ├── generation │ │ │ ├── LICENSE │ │ │ ├── __init__.py │ │ │ ├── celeba.py │ │ │ ├── ffhq.py │ │ │ ├── lsun.py │ │ │ ├── utils.py │ │ │ └── vision.py │ │ └── get_dataset.py │ ├── src │ │ ├── denoising_diffusion_pytorch.py │ │ └── residual_denoising_diffusion_pytorch.py │ ├── test.py │ └── train.py ├── 3_AOSA_test_lol_timestep5_1e-2_reinit_weight │ ├── README.md │ ├── datasets │ │ ├── base.py │ │ ├── generation │ │ │ ├── LICENSE │ │ │ ├── __init__.py │ │ │ ├── celeba.py │ │ │ ├── ffhq.py │ │ │ ├── lsun.py │ │ │ ├── utils.py │ │ │ └── vision.py │ │ └── get_dataset.py │ ├── src │ │ ├── denoising_diffusion_pytorch.py │ │ └── residual_denoising_diffusion_pytorch.py │ ├── train.py │ └── training.log ├── 4_Image_Inpainting_imgsize64_batch64_pred_res_noise_centermask_wo_mask_wo_input │ ├── README.md │ ├── datasets │ │ ├── base.py │ │ ├── generation │ │ │ ├── LICENSE │ │ │ ├── __init__.py │ │ │ ├── celeba.py │ │ │ ├── ffhq.py │ │ │ ├── lsun.py │ │ │ ├── utils.py │ │ │ └── vision.py │ │ ├── get_dataset.py │ │ └── inpaint │ │ │ ├── __init__.py │ │ │ ├── core │ │ │ ├── base_dataset.py │ │ │ ├── base_model.py │ │ │ ├── base_network.py │ │ │ ├── logger.py │ │ │ ├── praser.py │ │ │ └── util.py │ │ │ ├── dataset.py │ │ │ ├── ref_code.txt │ │ │ └── util │ │ │ ├── auto_augment.py │ │ │ └── mask.py │ ├── src │ │ ├── denoising_diffusion_pytorch.py │ │ └── residual_denoising_diffusion_pytorch.py │ ├── test.py │ └── train.py ├── 5_Image_translation_dog_to_cat_wo_input_imgsize64_batch64_pred_res_noise │ ├── datasets │ │ ├── base.py │ │ ├── generation │ │ │ ├── LICENSE │ │ │ ├── __init__.py │ │ │ ├── celeba.py │ │ │ ├── ffhq.py │ │ │ ├── lsun.py │ │ │ ├── utils.py │ │ │ └── vision.py │ │ └── get_dataset.py │ ├── results │ │ └── test_timestep_10_40pt_res_noise │ │ │ ├── 0.png │ │ │ ├── 1.png │ │ │ ├── 10.png │ │ │ ├── 2.png │ │ │ ├── 3.png │ │ │ ├── 4.png │ │ │ ├── 5.png │ │ │ ├── 6.png │ │ │ ├── 7.png │ │ │ ├── 8.png │ │ │ └── 9.png │ ├── src │ │ ├── denoising_diffusion_pytorch.py │ │ └── residual_denoising_diffusion_pytorch.py │ └── train.py └── 6_Image_Generation_table2_decreased_alpha_increased_beta │ ├── datasets │ ├── base.py │ ├── generation │ │ ├── LICENSE │ │ ├── __init__.py │ │ ├── celeba.py │ │ ├── ffhq.py │ │ ├── lsun.py │ │ ├── utils.py │ │ └── vision.py │ └── get_dataset.py │ ├── src │ ├── denoising_diffusion_pytorch.py │ └── residual_denoising_diffusion_pytorch.py │ └── train.py ├── img └── fig19.jpg ├── install.yaml └── poster └── Jiawei_9969.png /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/nachifur/RDDM/HEAD/README.md -------------------------------------------------------------------------------- /eval/deblurring_eval/evaluate_GOPRO_HIDE.m: -------------------------------------------------------------------------------- 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