Pytorch implementation of CVPR 2025 paper, "MaIR: A Locality- and Continuity-Preserving Mamba for Image Restoration". The Code will be released very soon (Within 2 week)
☆111Sep 12, 2025Updated 10 months ago
Alternatives and similar repositories for 2025-CVPR-MaIR
Users that are interested in 2025-CVPR-MaIR are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Official repo for EAMamba: Efficient All-Around Vision State Space Model for Image Restoration.☆63Jun 23, 2026Updated last month
- [ECCV2024, CVPR2025] MambaIR and MambaIRv2!☆1,159Jun 3, 2026Updated last month
- [ICLR'25] AdaIR: Adaptive All-in-One Image Restoration via Frequency Mining and Modulation☆257Dec 24, 2025Updated 7 months ago
- A paper list of recent mamba efforts for low-level vision.☆467Mar 21, 2026Updated 4 months ago
- [CVPR 2025] Complexity Experts are Task-Discriminative Learners for Any Image Restoration☆153May 25, 2026Updated 2 months ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- ☆23Apr 28, 2025Updated last year
- ☆16Jan 9, 2025Updated last year
- the code of GRFormer: Grouped Residual Self-Attention for Lightweight Single Image Super-Resolution☆26May 16, 2024Updated 2 years ago
- Beyond Degradation Redundancy: Contrastive Prompt Learning for All-in-One Image Restoration☆33Feb 23, 2026Updated 5 months ago
- The official implementation of the paper "A Universal Scale-Adaptive Deformable Transformer for Image Restoration across Diverse Artifact…☆41Mar 23, 2026Updated 4 months ago
- ☆39Apr 16, 2025Updated last year
- [TCSVT] Underwater Image Restoration Through a Prior Guided Hybrid Sense Approach and Extensive Benchmark Analysis☆28Feb 24, 2025Updated last year
- [AAAI 2026] Code for Beyond Illumination: Fine-Grained Detail Preservation in Extreme Dark Image Restoration☆36Jun 1, 2026Updated last month
- MatIR: A Hybrid Mamba-Transformer Image Restoration Model☆20Feb 6, 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.
- ☆35Aug 8, 2024Updated last year
- SeaDiff: Underwater Image Enhancement with Degradation-Aware Diffusion Model☆18Jul 4, 2025Updated last year
- DSwinIR: Rethinking Window-based Attention for Image Restoration☆68Dec 16, 2025Updated 7 months ago
- Seeing the Unseen: A Frequency Prompt Guided Transformer for Image Restoration☆62Jul 13, 2025Updated last year
- ☆73Mar 26, 2026Updated 4 months ago
- CVPR2025 - CATANet: Efficient Content-Aware Token Aggregation for Lightweight Image Super-Resolution☆236Feb 4, 2026Updated 5 months ago
- Mamba-UIE: Enhancing Underwater Images with Physical Model Constraint☆17Jul 27, 2024Updated 2 years ago
- Hybrid frequency modulation network for image restoration☆15Dec 31, 2024Updated last year
- The official code of the ACCV 2024 paper "Image Deraining with Frequency-Enhanced State Space Model (DFSSM)"☆17Dec 6, 2025Updated 7 months ago
- 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.
- Official Implement of RetinexRawMamba (TCSVT 2025)☆52Jul 17, 2025Updated last year
- WaterMamba: Visual State Space Model for UnderWater Image Enhancement☆38Nov 20, 2024Updated last year
- ☆15Dec 12, 2025Updated 7 months ago
- Official PyTorch implementation of the paper IRSRMamba: Infrared Image Super-Resolution via Mamba-based Wavelet Transform Feature Modulat…☆89Feb 26, 2026Updated 5 months ago
- ☆29Sep 15, 2025Updated 10 months ago
- ☆59Dec 10, 2025Updated 7 months ago
- SEM-Net: Efficient Pixel Modelling for image inpainting with Spatially Enhanced SSM☆44Mar 18, 2026Updated 4 months ago
- U-shaped Vision Mamba for Single Image Dehazing☆166Apr 13, 2024Updated 2 years ago
- ACMMM2024: Wave-Mamba: Wavelet State Space Model for Ultra-High-Definition Low-Light Image Enhancement☆137May 20, 2025Updated last year
- 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.
- (TMLR 2026) The official Pytorch Implementation of AnyIR for All in One Image Restoration☆50Feb 24, 2026Updated 5 months ago
- all-in-one image restoration☆74Aug 13, 2025Updated 11 months ago
- Here is the official repository of WF-Diff reproductions.☆161Apr 18, 2025Updated last year
- [IEEE TMM 2024] Frequency-Assisted Mamba for Remote Sensing Image Super-Resolution☆99Jul 16, 2026Updated last week
- Reverse Convolution and Its Applications to Image Restoration (ICCV, 2025)☆134Aug 15, 2025Updated 11 months ago
- [Neural Networks] Dual-domain strip attention for image restoration☆85May 19, 2024Updated 2 years ago
- Underwater Image Enhancement by Diffusion Model with Customized CLIP-Classifier☆65Sep 8, 2025Updated 10 months ago