├── README.md ├── VERSION ├── analysis ├── __pycache__ │ └── utils_fvcore.cpython-38.pyc ├── flops_param_fvcore.py ├── model_zoo │ ├── __pycache__ │ │ ├── mair.cpython-38.pyc │ │ ├── mairu.cpython-38.pyc │ │ └── mambaIR.cpython-38.pyc │ ├── mair.py │ ├── mairu.py │ └── mambaIR.py └── utils_fvcore.py ├── basicsr ├── __init__.py ├── __pycache__ │ ├── __init__.cpython-38.pyc │ ├── test.cpython-38.pyc │ └── version.cpython-38.pyc ├── archs │ ├── __init__.py │ ├── __pycache__ │ │ ├── __init__.cpython-38.pyc │ │ ├── csms6s.cpython-38.pyc │ │ ├── lnmlp_arch.cpython-38.pyc │ │ ├── lnmlpg_arch.cpython-38.pyc │ │ ├── lnmlpgcs_arch.cpython-38.pyc │ │ ├── lnmlpgx_arch.cpython-38.pyc │ │ ├── lnmlpsg_arch.cpython-38.pyc │ │ ├── lnmlpsgf_arch.cpython-38.pyc │ │ ├── lnmlpsgwdpr_arch.cpython-38.pyc │ │ ├── lnmlpsgwodpr_arch.cpython-38.pyc │ │ ├── lnoz_arch.cpython-38.pyc │ │ ├── loscan_arch.cpython-38.pyc │ │ ├── losh_arch.cpython-38.pyc │ │ ├── loshgating_arch.cpython-38.pyc │ │ ├── lossf_arch.cpython-38.pyc │ │ ├── lossnein_arch.cpython-38.pyc │ │ ├── lossneing_arch.cpython-38.pyc │ │ ├── lossneini_arch.cpython-38.pyc │ │ ├── losssadw_arch.cpython-38.pyc │ │ ├── losssag_arch.cpython-38.pyc │ │ ├── lossv2_arch.cpython-38.pyc │ │ ├── lossv2ssm_arch.cpython-38.pyc │ │ ├── mair_arch.cpython-38.pyc │ │ ├── mairg_arch.cpython-38.pyc │ │ ├── mairlm_arch.cpython-38.pyc │ │ ├── mairz_arch.cpython-38.pyc │ │ ├── mambair_arch.cpython-38.pyc │ │ ├── mambairf_arch.cpython-38.pyc │ │ ├── scan_util.cpython-38.pyc │ │ ├── shift_scan_util.cpython-38.pyc │ │ ├── shift_scanf_util.cpython-38.pyc │ │ ├── suvmloss_arch.cpython-38.pyc │ │ └── swinir_arch.cpython-38.pyc │ ├── arch_util.py │ ├── csms6s.py │ ├── mair_arch.py │ └── shift_scanf_util.py ├── data │ ├── __init__.py │ ├── __pycache__ │ │ ├── __init__.cpython-38.pyc │ │ ├── data_sampler.cpython-38.pyc │ │ ├── data_util.cpython-38.pyc │ │ ├── paired_image_dataset.cpython-38.pyc │ │ ├── prefetch_dataloader.cpython-38.pyc │ │ ├── single_image_dataset.cpython-38.pyc │ │ └── transforms.cpython-38.pyc │ ├── data_sampler.py │ ├── data_util.py │ ├── paired_image_dataset.py │ ├── prefetch_dataloader.py │ ├── single_image_dataset.py │ └── transforms.py ├── losses │ ├── __init__.py │ ├── __pycache__ │ │ ├── __init__.cpython-38.pyc │ │ ├── loss_util.cpython-38.pyc │ │ └── losses.cpython-38.pyc │ ├── loss_util.py │ └── losses.py ├── metrics │ ├── __init__.py │ ├── __pycache__ │ │ ├── __init__.cpython-38.pyc │ │ ├── metric_util.cpython-38.pyc │ │ └── psnr_ssim.cpython-38.pyc │ ├── metric_util.py │ └── psnr_ssim.py ├── models │ ├── __init__.py │ ├── __pycache__ │ │ ├── __init__.cpython-38.pyc │ │ ├── base_model.cpython-38.pyc │ │ ├── loshnet_model.cpython-38.pyc │ │ ├── lossnet_model.cpython-38.pyc │ │ ├── lr_scheduler.cpython-38.pyc │ │ ├── mairplus_model.cpython-38.pyc │ │ ├── mambair_model.cpython-38.pyc │ │ ├── mambairfi_model.cpython-38.pyc │ │ └── sr_model.cpython-38.pyc │ ├── base_model.py │ ├── lr_scheduler.py │ ├── mairplus_model.py │ ├── mambair_model.py │ └── sr_model.py ├── test.py ├── testM.py ├── train.py ├── trainF.py ├── utils │ ├── __init__.py │ ├── __pycache__ │ │ ├── __init__.cpython-38.pyc │ │ ├── dist_util.cpython-38.pyc │ │ ├── file_client.cpython-38.pyc │ │ ├── img_util.cpython-38.pyc │ │ ├── logger.cpython-38.pyc │ │ ├── matlab_functions.cpython-38.pyc │ │ ├── misc.cpython-38.pyc │ │ ├── options.cpython-38.pyc │ │ └── registry.cpython-38.pyc │ ├── dist_util.py │ ├── file_client.py │ ├── img_util.py │ ├── logger.py │ ├── matlab_functions.py │ ├── misc.py │ ├── options.py │ └── registry.py └── version.py ├── ckpt └── readme.md ├── environment.yaml ├── mamba-main ├── .DS_Store ├── .github │ └── workflows │ │ └── publish.yaml ├── .gitignore ├── .gitmodules ├── AUTHORS ├── LICENSE ├── README.md ├── assets │ └── selection.png ├── benchmarks │ └── benchmark_generation_mamba_simple.py ├── csrc │ ├── .DS_Store │ └── selective_scan │ │ ├── reverse_scan.cuh │ │ ├── selective_scan.cpp │ │ ├── selective_scan.h │ │ ├── selective_scan_bwd_bf16_complex.cu │ │ ├── selective_scan_bwd_bf16_real.cu │ │ ├── selective_scan_bwd_fp16_complex.cu │ │ ├── selective_scan_bwd_fp16_real.cu │ │ ├── selective_scan_bwd_fp32_complex.cu │ │ ├── selective_scan_bwd_fp32_real.cu │ │ ├── selective_scan_bwd_kernel.cuh │ │ ├── selective_scan_common.h │ │ ├── selective_scan_fwd_bf16.cu │ │ ├── selective_scan_fwd_fp16.cu │ │ ├── selective_scan_fwd_fp32.cu │ │ ├── selective_scan_fwd_kernel.cuh │ │ ├── static_switch.h │ │ └── uninitialized_copy.cuh ├── evals │ └── lm_harness_eval.py ├── mamba_ssm │ ├── __init__.py │ ├── models │ │ ├── __init__.py │ │ ├── config_mamba.py │ │ └── mixer_seq_simple.py │ ├── modules │ │ ├── __init__.py │ │ └── mamba_simple.py │ ├── ops │ │ ├── __init__.py │ │ ├── selective_scan_interface.py │ │ └── triton │ │ │ ├── __init__.py │ │ │ ├── layernorm.py │ │ │ └── selective_state_update.py │ └── utils │ │ ├── __init__.py │ │ ├── generation.py │ │ └── hf.py ├── setup.py └── tests │ └── ops │ ├── test_selective_scan.py │ └── triton │ └── test_selective_state_update.py ├── options ├── test │ ├── test_MaIR_CDN_s15.yml │ ├── test_MaIR_CDN_s25.yml │ ├── test_MaIR_CDN_s50.yml │ ├── test_MaIR_SR_x2.yml │ ├── test_MaIR_SR_x3.yml │ ├── test_MaIR_SR_x4.yml │ ├── test_MaIR_S_lightSR_x2.yml │ ├── test_MaIR_S_lightSR_x3.yml │ ├── test_MaIR_S_lightSR_x4.yml │ ├── test_MaIR_T_lightSR_x2.yml │ ├── test_MaIR_T_lightSR_x3.yml │ └── test_MaIR_T_lightSR_x4.yml └── train │ ├── train_MaIR_CDN_s15.yml │ ├── train_MaIR_CDN_s25.yml │ ├── train_MaIR_CDN_s50.yml │ ├── train_MaIR_SR_x2.yml │ ├── train_MaIR_SR_x3.yml │ ├── train_MaIR_SR_x4.yml │ ├── train_MaIR_S_lightSR_x2.yml │ ├── train_MaIR_S_lightSR_x3.yml │ ├── train_MaIR_S_lightSR_x4.yml │ ├── train_MaIR_T_lightSR_x2.yml │ ├── train_MaIR_T_lightSR_x3.yml │ └── train_MaIR_T_lightSR_x4.yml ├── realDenoising ├── README.md ├── VERSION ├── basicsr │ ├── __pycache__ │ │ ├── train.cpython-38.pyc │ │ └── version.cpython-38.pyc │ ├── data │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-38.pyc │ │ │ ├── data_sampler.cpython-38.pyc │ │ │ ├── data_util.cpython-38.pyc │ │ │ ├── ffhq_dataset.cpython-38.pyc │ │ │ ├── paired_image_dataset.cpython-38.pyc │ │ │ ├── prefetch_dataloader.cpython-38.pyc │ │ │ ├── reds_dataset.cpython-38.pyc │ │ │ ├── single_image_dataset.cpython-38.pyc │ │ │ ├── transforms.cpython-38.pyc │ │ │ ├── video_test_dataset.cpython-38.pyc │ │ │ └── vimeo90k_dataset.cpython-38.pyc │ │ ├── data_sampler.py │ │ ├── data_util.py │ │ ├── ffhq_dataset.py │ │ ├── meta_info │ │ │ ├── meta_info_DIV2K800sub_GT.txt │ │ │ ├── meta_info_REDS4_test_GT.txt │ │ │ ├── meta_info_REDS_GT.txt │ │ │ ├── meta_info_REDSofficial4_test_GT.txt │ │ │ ├── meta_info_REDSval_official_test_GT.txt │ │ │ ├── meta_info_Vimeo90K_test_GT.txt │ │ │ ├── meta_info_Vimeo90K_test_fast_GT.txt │ │ │ ├── meta_info_Vimeo90K_test_medium_GT.txt │ │ │ ├── meta_info_Vimeo90K_test_slow_GT.txt │ │ │ └── meta_info_Vimeo90K_train_GT.txt │ │ ├── paired_image_dataset.py │ │ ├── prefetch_dataloader.py │ │ ├── reds_dataset.py │ │ ├── single_image_dataset.py │ │ ├── transforms.py │ │ ├── video_test_dataset.py │ │ └── vimeo90k_dataset.py │ ├── metrics │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-38.pyc │ │ │ ├── metric_util.cpython-38.pyc │ │ │ ├── niqe.cpython-38.pyc │ │ │ └── psnr_ssim.cpython-38.pyc │ │ ├── fid.py │ │ ├── metric_util.py │ │ ├── niqe.py │ │ ├── niqe_pris_params.npz │ │ └── psnr_ssim.py │ ├── models │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-38.pyc │ │ │ ├── base_model.cpython-38.pyc │ │ │ ├── image_restoration_model.cpython-38.pyc │ │ │ └── lr_scheduler.cpython-38.pyc │ │ ├── archs │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-38.pyc │ │ │ │ ├── mairunet_arch.cpython-38.pyc │ │ │ │ ├── mambairunet_arch.cpython-38.pyc │ │ │ │ └── shift_scanf_util.cpython-38.pyc │ │ │ ├── arch_util.py │ │ │ ├── mairunet_arch.py │ │ │ └── shift_scanf_util.py │ │ ├── base_model.py │ │ ├── image_restoration_model.py │ │ ├── losses │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-38.pyc │ │ │ │ ├── loss_util.cpython-38.pyc │ │ │ │ └── losses.cpython-38.pyc │ │ │ ├── loss_util.py │ │ │ └── losses.py │ │ └── lr_scheduler.py │ ├── test.py │ ├── testM.py │ ├── train.py │ ├── trainF.py │ ├── utils │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-38.pyc │ │ │ ├── create_lmdb.cpython-38.pyc │ │ │ ├── dist_util.cpython-38.pyc │ │ │ ├── file_client.cpython-38.pyc │ │ │ ├── flow_util.cpython-38.pyc │ │ │ ├── img_util.cpython-38.pyc │ │ │ ├── lmdb_util.cpython-38.pyc │ │ │ ├── logger.cpython-38.pyc │ │ │ ├── matlab_functions.cpython-38.pyc │ │ │ ├── misc.cpython-38.pyc │ │ │ └── options.cpython-38.pyc │ │ ├── bundle_submissions.py │ │ ├── create_lmdb.py │ │ ├── dist_util.py │ │ ├── download_util.py │ │ ├── face_util.py │ │ ├── file_client.py │ │ ├── flow_util.py │ │ ├── img_util.py │ │ ├── lmdb_util.py │ │ ├── logger.py │ │ ├── matlab_functions.py │ │ ├── misc.py │ │ └── options.py │ └── version.py ├── evaluate_sidd.m ├── options │ ├── test │ │ ├── test_MaIR_ITS.yml │ │ ├── test_MaIR_MotionDeblur.yml │ │ ├── test_MaIR_OTS.yml │ │ ├── test_MaIR_R6K.yml │ │ └── test_MaIR_RealDN.yml │ └── train │ │ ├── train_MaIR_ITS.yml │ │ ├── train_MaIR_MotionDeblur.yml │ │ ├── train_MaIR_OTS.yml │ │ ├── train_MaIR_R6K.yml │ │ └── train_MaIR_RealDN.yml ├── setup.cfg ├── setup.py ├── test_real_denoising_dnd.py ├── test_real_denoising_sidd.py └── utils.py ├── setup.cfg └── setup.py /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/XLearning-SCU/2025-CVPR-MaIR/HEAD/README.md -------------------------------------------------------------------------------- /VERSION: -------------------------------------------------------------------------------- 1 | 1.2.0 2 | 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