Alternatives and similar repositories for CM4IR

Users that are interested in CM4IR are comparing it to the libraries listed below

• XLearning-SCU / 2024-ICML-TAO
  PyTorch implementation for Test-Time Degradation Adaptation for Open-Set Image Restoration (ICML 2024, Spotlight)
  ☆17Updated last year
• MILab-PKU / dcpt
  Offical implementation of Universal Image Restoration Pre-training via Degradation Classification (ICLR2025).
  ☆64Updated last month
• sudraj2002 / AWRaCLe
  PyTorch code for AWRaCLe: All-Weather Image Restoration using Visual In-Context Learning
  ☆17Updated 7 months ago
• sudraj2002 / GenDeg
  Official code for GenDeg: Diffusion-Based Degradation Synthesis for Generalizable All-in-One Image Restoration
  ☆48Updated 5 months ago
• shallowdream204 / LoRA-IR
  [arXiv 2024] LoRA-IR: Taming Low-Rank Experts for Efficient All-in-One Image Restoration
  ☆76Updated 5 months ago
• renyulin-f / MambaCSR
  The code source of MambaCSR
  ☆26Updated last year
• TonyHongtaoWu / RainMamba
  [ACM MM'24 Oral] RainMamba: Enhanced Locality Learning with State Space Models for Video Deraining
  ☆114Updated last month
• Jiayi-Fu / IPC-Dehaze
  [CVPR2025] Iterative Predictor-Critic Code Decoding for Real-World Image Dehazing
  ☆88Updated last month
• siywang541 / Varformer
  ☆58Updated 3 months ago
• Yuan-Yutao / ECDP
  ☆25Updated last year
• gladzhang / Xformer
  Xformer: Hybrid X-Shaped Transformer for Image Denoising
  ☆51Updated last year
• LabShuHangGU / PFT-SR
  CVPR2025-Progressive Focused Transformer for Single Image Super-Resolution
  ☆114Updated 3 months ago
• xianggkl / VLU-Net
  Official repository of the CVPR 2025 paper: Vision-Language Gradient Descent-driven All-in-One Deep Unfolding Networks.
  ☆27Updated 5 months ago
• tljxyys / GaussianSR
  [AAAI2025] This repo holds the code for work "GaussianSR: High Fidelity 2D Gaussian Splatting for Arbitrary-Scale Image Super-Resolution"
  ☆84Updated 10 months ago
• tirer-lab / DDPG
  ☆62Updated 7 months ago
• LabShuHangGU / UPSR
  [CVPR 2025] Uncertainty-guided Perturbation for Image Super-Resolution Diffusion Model
  ☆49Updated 4 months ago
• Easquel / WaveDM
  Implementation code for WaveDM: Wavelet-Based Diffusion Models for Image Restoration.
  ☆63Updated 7 months ago
• YBGou / 2024-ICML-TAO
  ☆12Updated last year
• joshyZhou / FPro
  Seeing the Unseen: A Frequency Prompt Guided Transformer for Image Restoration
  ☆46Updated 3 months ago
• weitunglin / pixmamba
  Official code for PixMamba
  ☆33Updated 8 months ago
• iSEE-Laboratory / DiffUIR
  (CVPR2024) Official implementation of paper: "Selective Hourglass Mapping for Universal Image Restoration Based on Diffusion Model"
  ☆183Updated 10 months ago
• zhenshij / arbitrary-scale-diffusion
  ☆50Updated last year
• Guaishou74851 / SCNet
  (IJCV 2024) Self-Supervised Scalable Deep Compressed Sensing [PyTorch]
  ☆77Updated 7 months ago
• eduardzamfir / MoCE-IR
  [CVPR 2025] Complexity Experts are Task-Discriminative Learners for Any Image Restoration
  ☆91Updated 7 months ago
• jiangyitong / AutoDIR
  ☆100Updated 8 months ago
• cszn / ConverseNet
  Reverse Convolution and Its Applications to Image Restoration (ICCV, 2025)
  ☆104Updated 2 months ago
• Li-Tong-621 / DMID
  [TPAMI 2024] The offical code for DMID ( Stimulating the Diffusion Model for Image Denoising via Adaptive Embedding and Ensembling ).
  ☆58Updated 3 months ago
• Aitical / TUR
  [AAAI 25] Debiased All-in-one Image Restoration with Task Uncertainty Regularization
  ☆21Updated 10 months ago
• unirestore / UniRestore
  CVPR25(Highlight)-Unified Perceptual and Task-Oriented Image Restoration Model Using Diffusion Prior
  ☆53Updated 4 months ago
• nkicsl / Resfusion
  NeurIPS 2024: Resfusion: Denoising Diffusion Probabilistic Models for Image Restoration Based on Prior Residual Noise
  ☆66Updated 7 months ago