Alternatives and similar repositories for IDR-Ingredients-oriented-Degradation-Reformulation:

Users that are interested in IDR-Ingredients-oriented-Degradation-Reformulation are comparing it to the libraries listed below

• mdyao / NDR-Restore
  [TIP 2024] Official Implementation of "Neural Degradation Representation Learning for All-In-One Image Restoration"
  ☆32Updated 5 months ago
• XLearning-SCU / 2024-ICML-TAO
  PyTorch implementation for Test-Time Degradation Adaptation for Open-Set Image Restoration (ICML 2024, Spotlight)
  ☆14Updated 9 months ago
• supersupercong / SelfPromer
  [AAAI24] SelfPromer: Self-Prompt Dehazing Transformers with Depth-Consistency
  ☆18Updated 9 months ago
• eduardzamfir / MoCE-IR
  [CVPR 2025] Complexity Experts are Task-Discriminative Learners for Any Image Restoration
  ☆55Updated last month
• DrizzleSail / SAM4IR
  Distilling Semantic Priors from SAM to Efficient Image Restoration Models
  ☆12Updated 9 months ago
• lzz73 / MSSR-MLP
  [2023 TIP] An Efficient Multiscale Spatial Rearrangement MLP Architecture for Image Restoration.
  ☆11Updated 11 months ago
• MILab-PKU / dcpt
  Offical implementation of Universal Image Restoration Pre-training via Degradation Classification (ICLR2025).
  ☆37Updated 2 months ago
• Aitical / MCLIR
  [AAAI 2024] Learning from History: Task-agnostic Model Contrastive Learning for Image Restoration
  ☆35Updated last year
• shallowdream204 / LoRA-IR
  [arXiv 2024] LoRA-IR: Taming Low-Rank Experts for Efficient All-in-One Image Restoration
  ☆65Updated 6 months ago
• jiangyitong / AutoDIR
  ☆78Updated 2 months ago
• hejh8 / CFWD
  ☆65Updated 3 weeks ago
• aipixel / FourierDiff
  ☆50Updated 8 months ago
• Schizophreni / DerainResearch
  ☆40Updated last week
• cecret3350 / PTTD-Dehazing
  [ECCV 2024] Prompt-based test-time real image dehazing: a novel pipeline
  ☆42Updated 5 months ago
• lll143653 / amsnet
  ☆27Updated 3 weeks ago
• J-FHu / CEM
  Codes of Interpreting Low-level Vision Models with Causal Effect Maps
  ☆18Updated 3 months ago
• cschenxiang / DCD-GAN
  Unpaired Deep Image Deraining Using Dual Contrastive Learning (CVPR 2022)
  ☆54Updated last year
• longzilicart / pip_universal
  ☆50Updated last year
• zhouh115 / DWT-FFC
  Official PyTorch implementation of dehazing method based on FFC and ConvNeXt, 1st place solution of NTIRE 2023 HR NonHomogeneous Dehazing…
  ☆49Updated last year
• linxin0 / SCPGabNet
  ☆35Updated 5 months ago
• supersupercong / PromptRestorer
  [NeurIPS23] PromptRestorer: A Prompting Image Restoration Method with Degradation Perception
  ☆15Updated 8 months ago
• alwaysuu / CLIPDenoising
  CVPR2024: Transfer CLIP for Generalizable Image Denoising
  ☆73Updated 10 months ago
• Andrew0613 / X-Restormer
  ECCV2024：A Comparative Study of Image Restoration Networks for General Backbone Network Design
  ☆102Updated 3 months ago
• yunguo224 / LHP-Rain
  [ICCV 2023] Official repository for the paper "From Sky to the Ground: A Large-scale Benchmark and Simple Baseline Towards Real Rain Remo…
  ☆29Updated last year
• zhoushen1 / MEASNet
  ☆12Updated 7 months ago
• wlydlut / C2F-DFT
  [CVIU 2024] Coarse-to-Fine Mechanisms Mitigate Diffusion Limitations on Image Restoration
  ☆42Updated 8 months ago
• DeepMed-Lab / DeepRFT-AAAI2023
  ☆30Updated 2 years ago
• nagejacob / SpatiallyAdaptiveSSID
  Spatially Adaptive Self-Supervised Learning for Real-World Image Denoising (CVPR 2023)
  ☆95Updated last year
• deng-ai-lab / SFHformer
  When Fast Fourier Transform Meets Transformer for Image Restoration (ECCV 2024)
  ☆60Updated last week
• kkkls / EVSSM
  [CVPR 2025] Efficient Visual State Space Model for Image Deblurring
  ☆33Updated last week