Alternatives and similar repositories for CM4IR

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

• sudraj2002 / AWRaCLe
  PyTorch code for AWRaCLe: All-Weather Image Restoration using Visual In-Context Learning
  ☆18Updated 8 months ago
• sudraj2002 / GenDeg
  Official code for GenDeg: Diffusion-Based Degradation Synthesis for Generalizable All-in-One Image Restoration
  ☆50Updated 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
• 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).
  ☆68Updated 2 months ago
• tirer-lab / DDPG
  ☆63Updated 8 months ago
• gladzhang / Xformer
  Xformer: Hybrid X-Shaped Transformer for Image Denoising
  ☆52Updated last year
• LabShuHangGU / PFT-SR
  CVPR2025-Progressive Focused Transformer for Single Image Super-Resolution
  ☆126Updated 4 months ago
• Easquel / WaveDM
  Implementation code for WaveDM: Wavelet-Based Diffusion Models for Image Restoration.
  ☆64Updated 7 months ago
• jiangyitong / AutoDIR
  ☆101Updated 9 months ago
• Yuan-Yutao / ECDP
  ☆25Updated last year
• unirestore / UniRestore
  CVPR25(Highlight)-Unified Perceptual and Task-Oriented Image Restoration Model Using Diffusion Prior
  ☆57Updated 5 months ago
• eduardzamfir / MoCE-IR
  [CVPR 2025] Complexity Experts are Task-Discriminative Learners for Any Image Restoration
  ☆100Updated 8 months ago
• Jiayi-Fu / IPC-Dehaze
  [CVPR2025] Iterative Predictor-Critic Code Decoding for Real-World Image Dehazing
  ☆95Updated 2 months ago
• joshyZhou / FPro
  Seeing the Unseen: A Frequency Prompt Guided Transformer for Image Restoration
  ☆48Updated 4 months ago
• scott-yjyang / DiffTTA
  [CVPR 2024] Genuine Knowledge from Practice: Diffusion Test-Time Adaptation for Video Adverse Weather Removal
  ☆18Updated last year
• 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
• LabShuHangGU / UPSR
  [CVPR 2025] Uncertainty-guided Perturbation for Image Super-Resolution Diffusion Model
  ☆52Updated 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"
  ☆90Updated 10 months ago
• zhenshij / arbitrary-scale-diffusion
  ☆51Updated last year
• quyp2000 / XPSR
  [ECCV2024] XPSR: Cross-modal Priors for Diffusion-based Image Super-Resolution
  ☆76Updated last year
• mdyao / NDR-Restore
  [TIP 2024] Official Implementation of "Neural Degradation Representation Learning for All-In-One Image Restoration"
  ☆35Updated last year
• cnyvfang / CORUN-Colabator
  [NeurIPS2024 Spotlight] Real-world Image Dehazing with Coherence-based Pseudo Labeling and Cooperative Unfolding Network
  ☆70Updated 3 weeks ago
• eduardzamfir / DaAIR
  GitHub repository for our project "Efficient Degradation-aware Any Image Restoration"
  ☆30Updated 8 months ago
• renyulin-f / MambaCSR
  The code source of MambaCSR
  ☆26Updated last year
• siywang541 / Varformer
  ☆58Updated 3 months ago
• NJU-PCALab / ERR
  [CVPR 2025] Official code of "From Zero to Detail: Deconstructing Ultra-High-Definition Image Restoration from Progressive Spectral Persp…
  ☆46Updated 7 months ago
• Aitical / TUR
  [AAAI 25] Debiased All-in-one Image Restoration with Task Uncertainty Regularization
  ☆21Updated 11 months ago
• TonyHongtaoWu / RainMamba
  [ACM MM'24 Oral] RainMamba: Enhanced Locality Learning with State Space Models for Video Deraining
  ☆117Updated 2 months ago
• RisingEntropy / LPFInISR
  Official repository for paper: Exploring the Low-Pass Filtering Behavior in Image Super-Resolution
  ☆40Updated last year