[ICLR'25] AdaIR: Adaptive All-in-One Image Restoration via Frequency Mining and Modulation
☆221Dec 24, 2025Updated 2 months ago
Alternatives and similar repositories for AdaIR
Users that are interested in AdaIR are comparing it to the libraries listed below
Sorting:
- Maximize Efficiency, Elevate Accuracy: Slash GPU Hours by Half with Efficient Pre-training!☆70Apr 23, 2024Updated last year
- PromptIR: Prompting for All-in-One Blind Image Restoration [NeurIPS 2023]☆505Apr 28, 2024Updated last year
- (TMLR 2026) The official Pytorch Implementation of AnyIR for All in One Image Restoration☆36Feb 24, 2026Updated 3 weeks ago
- PyTorch implementation for All-In-One Image Restoration for Unknown Corruption (AirNet) (CVPR 2022)☆221Aug 21, 2024Updated last year
- ☆111Feb 6, 2025Updated last year
- This is official repository for "ConStyle v2: A Strong Prompter for All-in-One Image Restoration"☆12Jun 12, 2024Updated last year
- [CVIU 2025] Joint Multi-dimensional Dynamic Attention and Transformer for General Image Restoration☆19Dec 16, 2025Updated 3 months ago
- Towards Effective Multiple-in-One Image Restoration: A Sequential and Prompt Learning Strategy☆83Mar 17, 2024Updated 2 years ago
- [IEEE TPAMI 2025] A Survey on All-in-One Image Restoration: Taxonomy, Evaluation and Future Trends☆493Updated this week
- [AAAI2024] Omni-Kernel Network for Image Restoration☆90Apr 27, 2025Updated 10 months ago
- Revitalizing Convolutional Network for Image Restoration☆147Jan 9, 2026Updated 2 months ago
- [TIP 2024] Official Implementation of "Neural Degradation Representation Learning for All-In-One Image Restoration"☆39Nov 10, 2024Updated last year
- Offical implementation of Universal Image Restoration Pre-training via Degradation Classification (ICLR2025).☆77Sep 2, 2025Updated 6 months ago
- [ECCV2024, CVPR2025] MambaIR and MambaIRv2!☆1,046Apr 15, 2025Updated 11 months ago
- ECCV2024：A Comparative Study of Image Restoration Networks for General Backbone Network Design☆137Jan 7, 2025Updated last year
- [NeurIPS23] PromptRestorer: A Prompting Image Restoration Method with Degradation Perception☆15Aug 4, 2024Updated last year
- ☆27Jan 30, 2024Updated 2 years ago
- Image Restoration via Multi-domain Learning☆26May 25, 2025Updated 9 months ago
- The Official Implementation for "HAIR: Hypernetworks-based All-in-One Image Restoration".☆77Nov 13, 2024Updated last year
- [ICML2023] IRNeXt: Rethinking Convolutional Network Design for Image Restoration☆76Jul 1, 2024Updated last year
- The Official Implementation for paper "Chain-of-Restoration: Multi-Task Image Restoration Models are Zero-Shot Step-by-Step Universal Ima…☆19Oct 14, 2024Updated last year
- [ICCV23] Focal Network for Image Restoration☆92Oct 27, 2023Updated 2 years ago
- ☆18Aug 7, 2025Updated 7 months ago
- [TPAMI] Image Restoration via Frequency Selection☆103Feb 5, 2025Updated last year
- Learning A Sparse Transformer Network for Effective Image Deraining (CVPR 2023)☆339Jul 6, 2025Updated 8 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…☆234Jan 14, 2025Updated last year
- [CVPR 2023] Efficient Frequency Domain-based Transformer for High-Quality Image Deblurring☆378Apr 21, 2025Updated 11 months ago
- [Neural Networks] Dual-domain strip attention for image restoration☆82May 19, 2024Updated last year
- (CVPR2024) Official implementation of paper: "Selective Hourglass Mapping for Universal Image Restoration Based on Diffusion Model"☆191Dec 27, 2024Updated last year
- GitHub repository for our project "Efficient Degradation-aware Any Image Restoration"☆31Mar 4, 2025Updated last year
- [NeurlPS' 25] InstructRestore: Region-Customized Image Restoration with Human Instructions☆49Oct 23, 2025Updated 4 months ago
- [TCSVT 2025] Core codes for "SSP-IR: Semantic and Structure Priors for Diffusion-based Realistic Image Restoration"☆18Feb 14, 2025Updated last year
- [ICLR 2025] An Intelligent Agentic System for Complex Image Restoration Problems☆137Mar 12, 2025Updated last year
- This is official repository for "LIR: Efficient Degradation Removal for Lightweight Image Restoration"☆14Jun 9, 2024Updated last year
- [TIP 2025] Perceive-IR: Learning to Perceive Degradation Better for All-in-One Image Restoration☆25Dec 10, 2025Updated 3 months ago
- all-in-one image restoration☆55Aug 13, 2025Updated 7 months ago
- Rethinking Multi-Scale Representations in Deep Deraining Transformer☆35Jul 7, 2025Updated 8 months ago
- ☆14Aug 2, 2024Updated last year
- Code for RSHazeDiff: A Unified Fourier-aware Diffusion Model for Remote Sensing lmage Dehazing☆39Jan 20, 2025Updated last year