Alternatives and similar repositories for UVM-Net

Users that are interested in UVM-Net are comparing it to the libraries listed below

• joshyZhou / AST
  Adapt or Perish: Adaptive Sparse Transformer with Attentive Feature Refinement for Image Restoration
  ☆160Updated 3 months ago
• alwaysuu / CLIPDenoising
  CVPR2024: Transfer CLIP for Generalizable Image Denoising
  ☆91Updated last year
• kkkls / EVSSM
  [CVPR 2025] Efficient Visual State Space Model for Image Deblurring; 1st place on AIM 2025 challenge on High FPS Motion Deblurring:
  ☆96Updated 3 months ago
• c-yn / OKNet
  [AAAI2024] Omni-Kernel Network for Image Restoration
  ☆83Updated 6 months ago
• nagejacob / TBSN
  Rethinking Transformer-Based Blind-Spot Network for Self-Supervised Image Denoising (AAAI 2025)
  ☆74Updated 9 months ago
• Zheng-MJ / SMFANet
  [ECCV 2024] SMFANet: A Lightweight Self-Modulation Feature Aggregation Network for Efficient Image Super-Resolution
  ☆164Updated 11 months ago
• deng-ai-lab / SFHformer
  When Fast Fourier Transform Meets Transformer for Image Restoration (ECCV 2024)
  ☆94Updated last month
• mcpaulgeorge / WalMaFa
  [ACCV 2024] Source code of WalMaFa
  ☆55Updated 10 months ago
• c-yn / FocalNet
  [ICCV23] Focal Network for Image Restoration
  ☆86Updated 2 years ago
• AlexZou14 / Wave-Mamba
  ACMMM2024: Wave-Mamba: Wavelet State Space Model for Ultra-High-Definition Low-Light Image Enhancement
  ☆101Updated 5 months ago
• csguoh / Awesome-Mamba-in-Low-Level-Vision
  A paper list of recent mamba efforts for low-level vision.
  ☆389Updated 2 months ago
• Yaziwel / Restore-RWKV
  Restore-RWKV: Efficient and Effective Medical Image Restoration with RWKV
  ☆117Updated 2 months ago
• ChenzhaoNju / WF-Diff
  Here is the official repository of WF-Diff reproductions.
  ☆124Updated 6 months ago
• c-yn / ConvIR
  Revitalizing Convolutional Network for Image Restoration
  ☆133Updated 8 months ago
• XLearning-SCU / 2025-CVPR-MaIR
  Pytorch implementation of CVPR 2025 paper, "MaIR: A Locality- and Continuity-Preserving Mamba for Image Restoration". The Code will be re…
  ☆58Updated last month
• c-yn / SFNet
  [ICLR 2023] Selective Frequency Network for Image Restoration
  ☆141Updated 8 months ago
• hejh8 / CFWD
  Low-light Image Enhancement via CLIP-Fourier Guided Wavelet Diffusion. (TOMM)
  ☆82Updated last month
• c-yn / FSNet
  [TPAMI] Image Restoration via Frequency Selection
  ☆96Updated 8 months ago
• aSleepyTree / FreqMamba
  ☆61Updated last year
• aipixel / FourierDiff
  ☆67Updated last year
• TonyHongtaoWu / RainMamba
  [ACM MM'24 Oral] RainMamba: Enhanced Locality Learning with State Space Models for Video Deraining
  ☆113Updated last month
• yongsongH / IRSRMamba
  Official PyTorch implementation of the paper IRSRMamba: Infrared Image Super-Resolution via Mamba-based Wavelet Transform Feature Modulat…
  ☆68Updated 2 months ago
• AVC2-UESTC / CRAFT-SR
  [ICCV2023] Implementation of "Feature Modulation Transformer: Cross-Refinement of Global Representation via High-Frequency Prior for Imag…
  ☆105Updated 9 months ago
• CalvinYang0 / CRNet
  ☆83Updated last year
• Easquel / WaveDM
  Implementation code for WaveDM: Wavelet-Based Diffusion Models for Image Restoration.
  ☆62Updated 6 months ago
• longzilicart / pip_universal
  ☆51Updated last year
• MILab-PKU / dcpt
  Offical implementation of Universal Image Restoration Pre-training via Degradation Classification (ICLR2025).
  ☆63Updated last month
• XYLGroup / DKP
  ☆64Updated last year
• Jinghaoleven / IDR-Ingredients-oriented-Degradation-Reformulation
  Ingredient-oriented Multi-Degradation Learning for Image Restoration; CVPR 2023
  ☆24Updated last year
• EquationWalker / CATANet
  CVPR2025 - CATANet: Efficient Content-Aware Token Aggregation for Lightweight Image Super-Resolution
  ☆154Updated 7 months ago