A paper list of recent mamba efforts for low-level vision.
☆468Mar 21, 2026Updated 4 months ago
Alternatives and similar repositories for Awesome-Mamba-in-Low-Level-Vision
Users that are interested in Awesome-Mamba-in-Low-Level-Vision are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [ECCV2024, CVPR2025] MambaIR and MambaIRv2!☆1,160Jun 3, 2026Updated last month
- ☆35Aug 8, 2024Updated last year
- ☆73Mar 26, 2026Updated 4 months ago
- This is official implementtaion of "VmambaIR: Visual State Space Model for Image Restoration"☆234May 7, 2025Updated last year
- [IEEE TPAMI 2025] A Survey on All-in-One Image Restoration: Taxonomy, Evaluation and Future Trends☆578Updated this week
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- The code source of MambaCSR☆27Sep 24, 2024Updated last year
- Official PyTorch implementation of the paper IRSRMamba: Infrared Image Super-Resolution via Mamba-based Wavelet Transform Feature Modulat…☆89Feb 26, 2026Updated 5 months ago
- U-shaped Vision Mamba for Single Image Dehazing☆167Apr 13, 2024Updated 2 years ago
- ACMMM2024: Wave-Mamba: Wavelet State Space Model for Ultra-High-Definition Low-Light Image Enhancement☆138May 20, 2025Updated last year
- one summary of diffusion-based image processing, including restoration, enhancement, coding, quality assessment☆956Apr 8, 2026Updated 3 months ago
- Pytorch implementation of CVPR 2025 paper, "MaIR: A Locality- and Continuity-Preserving Mamba for Image Restoration". The Code will be re…☆111Sep 12, 2025Updated 10 months ago
- Official repo for EAMamba: Efficient All-Around Vision State Space Model for Image Restoration.☆63Jun 23, 2026Updated last month
- A Collection of Papers and Codes for CVPR2026/CVPR2025/CVPR2024/CVPR2021/CVPR2020 Low Level Vision☆1,724Jun 26, 2026Updated last month
- PromptIR: Prompting for All-in-One Blind Image Restoration [NeurIPS 2023]☆539Apr 28, 2024Updated 2 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- NTIRE Workshop and Challenges @ CVPR 2024☆54Sep 21, 2024Updated 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…☆249Jan 14, 2025Updated last year
- A Collection of Low Level Vision Research Groups☆246Apr 15, 2026Updated 3 months ago
- [ECCV 2024] Restore Anything with Masks: Leveraging Mask Image Modeling for Blind All-in-One Image Restoration☆110Apr 21, 2026Updated 3 months ago
- MatIR: A Hybrid Mamba-Transformer Image Restoration Model☆20Feb 6, 2025Updated last year
- A Repository for Diffusion-Model-related Papers in Low-level Vision☆556Feb 23, 2025Updated last year
- A paper list of some recent Mamba-based CV works.☆490Mar 3, 2026Updated 4 months ago
- [ICLR 2023] Selective Frequency Network for Image Restoration☆157Feb 5, 2025Updated last year
- [IEEE TMM 2024] Frequency-Assisted Mamba for Remote Sensing Image Super-Resolution☆99Jul 16, 2026Updated 2 weeks ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- ☆135May 2, 2025Updated last year
- [AAAI-24] Correlation Matching Transformation Transformers for UHD Image Restoration☆54Jul 22, 2024Updated 2 years ago
- ☆71Sep 11, 2024Updated last year
- The code of paper "O-Mamba: O-shape State-Space Model for Underwater Image Enhancement"☆14Oct 18, 2024Updated last year
- [ICCV 2025] FoundIR: Unleashing Million-scale Training Data to Advance Foundation Models for Image Restoration☆231Nov 26, 2025Updated 8 months ago
- [CVPR 2022--Oral] Restormer: Efficient Transformer for High-Resolution Image Restoration. SOTA for motion deblurring, image deraining, d…☆2,610Oct 23, 2025Updated 9 months ago
- [Official Repo] Visual Mamba: A Survey and New Outlooks☆742Jul 7, 2026Updated 3 weeks ago
- Towards Effective Multiple-in-One Image Restoration: A Sequential and Prompt Learning Strategy☆86Mar 17, 2024Updated 2 years ago
- CVPR2025 - CATANet: Efficient Content-Aware Token Aggregation for Lightweight Image Super-Resolution☆236Feb 4, 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.
- [NeurIPS2024] Tune your restoration model with one 3090 GPU!☆90Jan 13, 2025Updated last year
- [ACM MM'24 Oral] RainMamba: Enhanced Locality Learning with State Space Models for Video Deraining☆127Sep 22, 2025Updated 10 months ago
- [ICML2023] IRNeXt: Rethinking Convolutional Network Design for Image Restoration☆80Jul 1, 2024Updated 2 years ago
- ☆59Dec 10, 2025Updated 7 months ago
- A Collection of Papers and Codes for ECCV2026/ECCV2024/ECCV2020 Low Level Vision☆371Updated this week
- [arXiv 2024] LoRA-IR: Taming Low-Rank Experts for Efficient All-in-One Image Restoration☆84May 28, 2025Updated last year
- [TPAMI] Image Restoration via Frequency Selection☆114Feb 5, 2025Updated last year