(CVPR2024) Official implementation of paper: "Selective Hourglass Mapping for Universal Image Restoration Based on Diffusion Model"
☆201Dec 27, 2024Updated last year
Alternatives and similar repositories for DiffUIR
Users that are interested in DiffUIR are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [CVPR 2024] Official code release of our paper "Diff-Plugin: Revitalizing Details for Diffusion-based Low-level tasks"☆178Jun 8, 2024Updated 2 years ago
- CVPR 2024: Residual Denoising Diffusion Models☆583Jun 9, 2026Updated 4 months ago
- This is a summary of research on All-In-One Image/Video Restoration. There may be omissions. If anything is missing please get in touch w…☆250Jan 14, 2025Updated last year
- [arXiv 2024] LoRA-IR: Taming Low-Rank Experts for Efficient All-in-One Image Restoration☆84May 28, 2025Updated last year
- [ECCV 2024] Restore Anything with Masks: Leveraging Mask Image Modeling for Blind All-in-One Image Restoration☆109Apr 21, 2026Updated 5 months ago
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- [ICCV 2025] FoundIR: Unleashing Million-scale Training Data to Advance Foundation Models for Image Restoration☆235Nov 26, 2025Updated 10 months ago
- Maximize Efficiency, Elevate Accuracy: Slash GPU Hours by Half with Efficient Pre-training!☆72Mar 31, 2026Updated 6 months ago
- [ICLR 2024] Controlling Vision-Language Models for Universal Image Restoration. 5th place in the NTIRE 2024 Restore Any Image Model in th…☆820Aug 7, 2024Updated 2 years ago
- The Official Implementation for "HAIR: Hypernetworks-based All-in-One Image Restoration".☆76Nov 13, 2024Updated last year
- Image Restoration with Mean-Reverting Stochastic Differential Equations, ICML 2023. Winning solution of the NTIRE 2023 Image Shadow Remov…☆724Jul 23, 2024Updated 2 years ago
- PromptIR: Prompting for All-in-One Blind Image Restoration [NeurIPS 2023]☆544Apr 28, 2024Updated 2 years ago
- ☆20Jan 13, 2026Updated 8 months ago
- This project is the official implementation of 'Diffir: Efficient diffusion model for image restoration', ICCV2023☆614Aug 25, 2024Updated 2 years ago
- ProRes: Exploring Degradation-aware Visual Prompt for Universal Image Restoration☆110Oct 31, 2024Updated last year
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- [CVPR 2025] Complexity Experts are Task-Discriminative Learners for Any Image Restoration☆165May 25, 2026Updated 4 months ago
- PyTorch implementation of "Deep Equilibrium Diffusion Restoration with Parallel Sampling (CVPR 2024)"☆110May 10, 2024Updated 2 years ago
- ☆112Feb 6, 2025Updated last year
- [arXiv 2023] Improving Image Restoration through Removing Degradations in Textual Representations☆101Apr 17, 2024Updated 2 years ago
- The code source of MoE-DiffIR☆50Mar 21, 2025Updated last year
- [ICLR'25] AdaIR: Adaptive All-in-One Image Restoration via Frequency Mining and Modulation☆272Dec 24, 2025Updated 9 months ago
- [NeurIPS2024] Tune your restoration model with one 3090 GPU!☆91Jan 13, 2025Updated last year
- ☆11Jun 25, 2024Updated 2 years ago
- [IEEE TPAMI 2025] A Survey on All-in-One Image Restoration: Taxonomy, Evaluation and Future Trends☆603Updated this week
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- (CVPR 2025) Adversarial Diffusion Compression for Real-World Image Super-Resolution [PyTorch]☆292Apr 5, 2025Updated last year
- [ICML2025] VARSR: Visual Autogressive Modeling for Image Super Resolution☆178May 1, 2025Updated last year
- one summary of diffusion-based image processing, including restoration, enhancement, coding, quality assessment☆955Apr 8, 2026Updated 6 months ago
- Adapt or Perish: Adaptive Sparse Transformer with Attentive Feature Refinement for Image Restoration☆180Jul 16, 2025Updated last year
- Official codes of HiST-SFlow - AAAI 2024☆11Mar 20, 2024Updated 2 years ago
- Cascaded Temporal Updating Network for Efficient Video Super-Resolution☆18Mar 4, 2025Updated last year
- Towards Unified Deep Image Deraining: A Survey and A New Benchmark (TPAMI 2025)☆31Jul 6, 2025Updated last year
- [ICCV2025] Official code for Fine-structure Preserved Real-world Image Super-resolution via Transfer VAE Training☆134Jan 6, 2026Updated 9 months ago
- [NeurIPS2024] Overcome hallucination of diffusion restoration models.☆67Apr 14, 2025Updated last year
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- [ECCV 2024] Prompt-based test-time real image dehazing: a novel pipeline☆51Oct 27, 2024Updated last year
- A Repository for Diffusion-Model-related Papers in Low-level Vision☆558Feb 23, 2025Updated last year
- [NeurlPS' 25] InstructRestore: Region-Customized Image Restoration with Human Instructions☆53Oct 23, 2025Updated 11 months ago
- Towards Effective Multiple-in-One Image Restoration: A Sequential and Prompt Learning Strategy☆87Mar 17, 2024Updated 2 years ago
- Bidirectional Multi-Scale Implicit Neural Representations for Image Deraining (CVPR 2024)☆223Jul 6, 2025Updated last year
- A list of awesome all-in-one image restoration methods. Updating...!☆99Jun 9, 2025Updated last year
- [ICCV2025] PyTorch implementation of "Perceive, Understand and Restore: Real-World Image Super-Resolution with Autoregressive Multimodal …☆126Jan 24, 2026Updated 8 months ago