Alternatives and similar repositories for MMA:

Users that are interested in MMA 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)
  ☆14Updated 8 months ago
• cschenhm / MSDT
  Rethinking Multi-Scale Representations in Deep Deraining Transformer
  ☆32Updated 11 months ago
• cschenxiang / HQ-RAIN
  Towards Unified Deep Image Deraining: A Survey and A New Benchmark (TPAMI 2025)
  ☆23Updated 3 months ago
• deng-ai-lab / SFHformer
  When Fast Fourier Transform Meets Transformer for Image Restoration (ECCV 2024)
  ☆45Updated 5 months ago
• linxin0 / SCPGabNet
  ☆34Updated 4 months ago
• mdyao / NDR-Restore
  Official Implementation of "Neural Degradation Representation Learning for All-In-One Image Restoration"
  ☆28Updated 4 months ago
• nagejacob / TBSN
  Rethinking Transformer-Based Blind-Spot Network for Self-Supervised Image Denoising (AAAI 2025)
  ☆46Updated 2 months ago
• nathan66666 / DVMSR
  NTIRE Workshop and Challenges @ CVPR 2024
  ☆33Updated 5 months ago
• lll143653 / amsnet
  ☆27Updated this week
• jm-xiong / RSHazeDiff
  Code for RSHazeDiff: A Unified Fourier-aware Diffusion Model for Remote Sensing lmage Dehazing
  ☆15Updated 2 months ago
• supersupercong / SelfPromer
  [AAAI24] SelfPromer: Self-Prompt Dehazing Transformers with Depth-Consistency
  ☆16Updated 8 months ago
• Aitical / MCLIR
  [AAAI 2024] Learning from History: Task-agnostic Model Contrastive Learning for Image Restoration
  ☆35Updated last year
• cschenxiang / HCT-FFN
  Hybrid CNN-Transformer Feature Fusion for Single Image Deraining (AAAI 2023)
  ☆44Updated last year
• joshyZhou / FPro
  Seeing the Unseen: A Frequency Prompt Guided Transformer for Image Restoration
  ☆33Updated 8 months ago
• zhouh115 / DWT-FFC
  Official PyTorch implementation of dehazing method based on FFC and ConvNeXt, 1st place solution of NTIRE 2023 HR NonHomogeneous Dehazing…
  ☆47Updated 11 months ago
• alwaysuu / CLIPDenoising
  CVPR2024: Transfer CLIP for Generalizable Image Denoising
  ☆67Updated 9 months ago
• JHW2000 / JARNet
  A Novel Linear Array Pushbroom (LAP) Image Restoration Method. (Accepted by AAAI 2024)
  ☆11Updated last year
• redrock303 / ADF-LLIE
  ☆28Updated 6 months ago
• DrizzleSail / SAM4IR
  Distilling Semantic Priors from SAM to Efficient Image Restoration Models
  ☆12Updated 8 months ago
• movingforward100 / Dehazing_R
  This is the official PyTorch implementation of DehazeDCT. Our method achieves the second best performance in NTIRE 2024 Dense and NonHomo…
  ☆48Updated 4 months ago
• XYLGroup / DKP
  ☆51Updated 10 months ago
• c-yn / FocalNet
  [ICCV23] Focal Network for Image Restoration
  ☆68Updated last year
• lhh-pi / LAM
  Local AtrrLocal Attribution Maps (LAM)
  ☆14Updated 2 years ago
• J-FHu / CEM
  Codes of Interpreting Low-level Vision Models with Causal Effect Maps
  ☆15Updated 2 months ago
• c-yn / SANet
  [IJCAI23] Strip Attention for Image Restoration
  ☆13Updated last year
• rami0205 / RAMiT
  Reciprocal Attention Mixing Transformer for Lightweight Image Restoration (CVPR 2024 Workshop)
  ☆31Updated 9 months ago
• AlexZou14 / CVHSSR
  ☆12Updated 11 months ago
• Schizophreni / DerainResearch
  ☆40Updated 2 months ago
• Zheng-MJ / SMFANet
  [ECCV 2024] SMFANet: A Lightweight Self-Modulation Feature Aggregation Network for Efficient Image Super-Resolution
  ☆133Updated 4 months ago