Alternatives and similar repositories for DFPIR

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

• eduardzamfir / MoCE-IR
  [CVPR 2025] Complexity Experts are Task-Discriminative Learners for Any Image Restoration
  ☆119Updated last month
• GuangluDong0728 / CSUD-Unsupervised-Deraining-CVPR2025
  ☆27Updated 9 months ago
• joshyZhou / FPro
  Seeing the Unseen: A Frequency Prompt Guided Transformer for Image Restoration
  ☆49Updated 6 months ago
• xianggkl / VLU-Net
  Official repository of the CVPR 2025 paper: Vision-Language Gradient Descent-driven All-in-One Deep Unfolding Networks.
  ☆29Updated 7 months ago
• supersupercong / PromptRestorer
  [NeurIPS23] PromptRestorer: A Prompting Image Restoration Method with Degradation Perception
  ☆15Updated last year
• mdyao / NDR-Restore
  [TIP 2024] Official Implementation of "Neural Degradation Representation Learning for All-In-One Image Restoration"
  ☆38Updated last year
• noxsine / LDR
  ☆26Updated 11 months ago
• supersupercong / SelfPromer
  [AAAI24] SelfPromer: Self-Prompt Dehazing Transformers with Depth-Consistency
  ☆22Updated last year
• longzilicart / pip_universal
  ☆53Updated 2 years ago
• Aitical / MCLIR
  [AAAI 2024 & IJCV 2025] Learning from History: Task-agnostic Model Contrastive Learning for Image Restoration
  ☆37Updated 4 months ago
• YBGou / 2024-ICML-TAO
  ☆14Updated last year
• deng-ai-lab / SFHformer
  When Fast Fourier Transform Meets Transformer for Image Restoration (ECCV 2024)
  ☆107Updated 3 months ago
• MambaLLIE / MambaLLIE
  ☆30Updated last year
• Fire-friend / VaT
  Unsupervised Variational Translator for Bridging Image Restoration and High-Level Vision Tasks
  ☆14Updated 8 months ago
• MILab-PKU / dcpt
  Offical implementation of Universal Image Restoration Pre-training via Degradation Classification (ICLR2025).
  ☆72Updated 4 months ago
• wlydlut / UHDDIP
  [IEEE TCSVT 2025] Ultra-High-Definition Image Restoration: New Benchmarks and A Dual Interaction Prior-Driven Solution
  ☆12Updated 3 months ago
• wlydlut / C2F-DFT
  [CVIU 2024] Coarse-to-Fine Mechanisms Mitigate Diffusion Limitations on Image Restoration
  ☆43Updated last year
• fiwy0527 / AAAI25_SGDN
  [AAAI 25] Guided Real Image Dehazing using YCbCr Color Space
  ☆54Updated last year
• nagejacob / TBSN
  Rethinking Transformer-Based Blind-Spot Network for Self-Supervised Image Denoising (AAAI 2025)
  ☆85Updated last year
• AXNing / KSID
  ☆30Updated 10 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
• DrizzleSail / SAM4IR
  Distilling Semantic Priors from SAM to Efficient Image Restoration Models
  ☆15Updated last year
• J-FHu / CEM
  Codes of Interpreting Low-level Vision Models with Causal Effect Maps
  ☆31Updated 4 months ago
• cecret3350 / PTTD-Dehazing
  [ECCV 2024] Prompt-based test-time real image dehazing: a novel pipeline
  ☆48Updated last year
• ruiyi-w / Learning-Hazing-to-Dehazing
  [CVPR 2025] Learning Hazing to Dehazing: Towards Realistic Haze Generation for Real-World Image Dehazing
  ☆64Updated 7 months ago
• hejh8 / CFWD
  Low-light Image Enhancement via CLIP-Fourier Guided Wavelet Diffusion. (TOMM)
  ☆84Updated 4 months ago
• joshyZhou / HINT
  Devil is in the Uniformity: Exploring Diverse Learners within Transformer for Image Restoration
  ☆22Updated 5 months ago
• cschenhm / MSDT
  Rethinking Multi-Scale Representations in Deep Deraining Transformer
  ☆35Updated 6 months ago
• eduardzamfir / DaAIR
  GitHub repository for our project "Efficient Degradation-aware Any Image Restoration"
  ☆31Updated 10 months ago
• linxin0 / RSCP2GAN
  ☆17Updated 5 months ago