[ICLR'25] AdaIR: Adaptive All-in-One Image Restoration via Frequency Mining and Modulation
☆272Dec 24, 2025Updated 9 months ago
Alternatives and similar repositories for AdaIR
Users that are interested in AdaIR are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Bio-Inspired Image Restoration☆57Jan 6, 2026Updated 9 months ago
- Maximize Efficiency, Elevate Accuracy: Slash GPU Hours by Half with Efficient Pre-training!☆72Mar 31, 2026Updated 6 months ago
- [CVPR 2025] Complexity Experts are Task-Discriminative Learners for Any Image Restoration☆165May 25, 2026Updated 4 months ago
- Beyond Degradation Redundancy: Contrastive Prompt Learning for All-in-One Image Restoration☆36Feb 23, 2026Updated 7 months ago
- [IEEE TPAMI 2025] A Survey on All-in-One Image Restoration: Taxonomy, Evaluation and Future Trends☆603Updated this week
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- [TIP 2025] Perceive-IR: Learning to Perceive Degradation Better for All-in-One Image Restoration☆32Sep 27, 2026Updated last week
- PromptIR: Prompting for All-in-One Blind Image Restoration [NeurIPS 2023]☆544Apr 28, 2024Updated 2 years ago
- (TMLR 2026) The official Pytorch Implementation of AnyIR for All in One Image Restoration☆52Feb 24, 2026Updated 7 months ago
- PyTorch implementation for All-In-One Image Restoration for Unknown Corruption (AirNet) (CVPR 2022)☆234Aug 21, 2024Updated 2 years ago
- Hybrid frequency modulation network for image restoration☆16Dec 31, 2024Updated last year
- all-in-one image restoration☆77Aug 13, 2025Updated last year
- ☆112Feb 6, 2025Updated last year
- Pytorch implementation of CVPR 2025 paper, "MaIR: A Locality- and Continuity-Preserving Mamba for Image Restoration". The Code will be re…☆113Sep 12, 2025Updated last year
- This is official repository for "ConStyle v2: A Strong Prompter for All-in-One Image Restoration"☆13Jun 12, 2024Updated 2 years ago
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- Towards Effective Multiple-in-One Image Restoration: A Sequential and Prompt Learning Strategy☆87Mar 17, 2024Updated 2 years ago
- [ECCV2024, CVPR2025] MambaIR and MambaIRv2!☆1,180Jun 3, 2026Updated 4 months ago
- [ICML2023] IRNeXt: Rethinking Convolutional Network Design for Image Restoration☆83Sep 20, 2026Updated 2 weeks ago
- The Official Implementation for "HAIR: Hypernetworks-based All-in-One Image Restoration".☆76Nov 13, 2024Updated last year
- [AAAI2024] Omni-Kernel Network for Image Restoration☆98Apr 27, 2025Updated last year
- [AAAI 25] Debiased All-in-one Image Restoration with Task Uncertainty Regularization☆28Dec 19, 2024Updated last year
- [IEEE TIP] Degradation Prototype Assignment and Prompt Distribution Learning for All-in-One Image Restoration☆17Apr 12, 2025Updated last year
- Revitalizing Convolutional Network for Image Restoration☆159Jan 9, 2026Updated 9 months ago
- ☆39Apr 16, 2025Updated last year
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- Offical implementation of Universal Image Restoration Pre-training via Degradation Classification (ICLR2025).☆80Sep 2, 2025Updated last year
- [CVPR 2025] Official code of "From Zero to Detail: Deconstructing Ultra-High-Definition Image Restoration from Progressive Spectral Persp…☆60Apr 16, 2026Updated 5 months ago
- Gradient as Conditions: Rethinking HOG for All-in-one Image Restoration☆51Mar 22, 2026Updated 6 months ago
- [arXiv 2024] LoRA-IR: Taming Low-Rank Experts for Efficient All-in-One Image Restoration☆84May 28, 2025Updated last year
- 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
- [NeurIPS2024] Tune your restoration model with one 3090 GPU!☆91Jan 13, 2025Updated last year
- ☆27Jan 30, 2024Updated 2 years ago
- (CVPR2024) Official implementation of paper: "Selective Hourglass Mapping for Universal Image Restoration Based on Diffusion Model"☆201Dec 27, 2024Updated last year
- This is official repository for "LIR: Efficient Degradation Removal for Lightweight Image Restoration"☆16Jun 9, 2024Updated 2 years ago
- 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.
- [CVIU 2025] Joint Multi-dimensional Dynamic Attention and Transformer for General Image Restoration☆21Dec 16, 2025Updated 9 months ago
- When Fast Fourier Transform Meets Transformer for Image Restoration (ECCV 2024)☆191Sep 18, 2025Updated last year
- CVPR25(Highlight)-Unified Perceptual and Task-Oriented Image Restoration Model Using Diffusion Prior☆100Jun 15, 2025Updated last year
- [CVPR 2023] Efficient Frequency Domain-based Transformer for High-Quality Image Deblurring☆399Apr 21, 2025Updated last year
- ACM MM 2025☆41Sep 14, 2026Updated 3 weeks ago
- [TPAMI] Image Restoration via Frequency Selection☆118Feb 5, 2025Updated last year
- ECCV2024：A Comparative Study of Image Restoration Networks for General Backbone Network Design☆157Jan 7, 2025Updated last year