[ECCV2024, CVPR2025] MambaIR and MambaIRv2!
☆1,093Apr 4, 2026Updated last month
Alternatives and similar repositories for MambaIR
Users that are interested in MambaIR are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- A paper list of recent mamba efforts for low-level vision.☆454Mar 21, 2026Updated last month
- This is official implementtaion of "VmambaIR: Visual State Space Model for Image Restoration"☆226May 7, 2025Updated last year
- U-shaped Vision Mamba for Single Image Dehazing☆164Apr 13, 2024Updated 2 years ago
- [IEEE TMM 2024] Frequency-Assisted Mamba for Remote Sensing Image Super-Resolution☆96Mar 5, 2025Updated last year
- CAMixerSR: Only Details Need More “Attention” (CVPR 2024)☆308Jun 4, 2024Updated last year
- 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.
- PromptIR: Prompting for All-in-One Blind Image Restoration [NeurIPS 2023]☆517Apr 28, 2024Updated 2 years ago
- VMamba: Visual State Space Models,code is based on mamba☆3,140Mar 7, 2025Updated last year
- [CVPR 2022--Oral] Restormer: Efficient Transformer for High-Resolution Image Restoration. SOTA for motion deblurring, image deraining, d…☆2,515Oct 23, 2025Updated 6 months ago
- ☆75Mar 26, 2026Updated last month
- ACMMM2024: Wave-Mamba: Wavelet State Space Model for Ultra-High-Definition Low-Light Image Enhancement☆133May 20, 2025Updated 11 months ago
- Towards Effective Multiple-in-One Image Restoration: A Sequential and Prompt Learning Strategy☆85Mar 17, 2024Updated 2 years ago
- [ICLR'25] AdaIR: Adaptive All-in-One Image Restoration via Frequency Mining and Modulation☆238Dec 24, 2025Updated 4 months ago
- [IEEE TPAMI 2025] A Survey on All-in-One Image Restoration: Taxonomy, Evaluation and Future Trends☆535Updated this week
- This project is the official implementation of 'Diffir: Efficient diffusion model for image restoration', ICCV2023☆605Aug 25, 2024Updated last year
- 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.
- [NeurIPS2024] Tune your restoration model with one 3090 GPU!☆89Jan 13, 2025Updated last year
- [NeurIPS'22] Cross Aggregation Transformer for Image Restoration☆150Dec 8, 2024Updated last year
- A Collection of Papers and Codes for CVPR2026/CVPR2025/CVPR2024/CVPR2021/CVPR2020 Low Level Vision☆1,651Updated this week
- [CVPR 2024 & TPAMI] Transcending the Limit of Local Window: Advanced Super-Resolution Transformer with Adaptive Token Dictionary, ATD: Im…☆203Mar 7, 2026Updated 2 months ago
- Official code for "Activating Wider Areas in Image Super-Resolution"☆13Aug 22, 2024Updated last year
- Official code for "SRFormer: Permuted Self-Attention for Single Image Super-Resolution" (ICCV 2023) and SRFormerV2☆307Jul 13, 2025Updated 9 months ago
- NTIRE Workshop and Challenges @ CVPR 2024☆52Sep 21, 2024Updated last year
- ECCV2024:A Comparative Study of Image Restoration Networks for General Backbone Network Design☆139Jan 7, 2025Updated last year
- [NeurlPS2024] One-Step Effective Diffusion Network for Real-World Image Super-Resolution☆628Apr 9, 2026Updated last month
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- CVPR2025-Progressive Focused Transformer for Single Image Super-Resolution☆171Jan 17, 2026Updated 3 months ago
- Code for paper LocalMamba: Visual State Space Model with Windowed Selective Scan☆280May 6, 2024Updated 2 years ago
- Seeing the Unseen: A Frequency Prompt Guided Transformer for Image Restoration☆56Jul 13, 2025Updated 9 months ago
- [CVPR 2023] Efficient Frequency Domain-based Transformer for High-Quality Image Deblurring☆383Apr 21, 2025Updated last year
- [CVPR 2025] Official PyTorch Implementation of MambaVision: A Hybrid Mamba-Transformer Vision Backbone☆2,142Mar 11, 2026Updated 2 months ago
- PyTorch implementation for Comprehensive and Delicate: An Efficient Transformer for Image Restoration (CVPR 2023).☆58Jul 21, 2023Updated 2 years ago
- CVPR2023 - Activating More Pixels in Image Super-Resolution Transformer TPAMI - HAT: Hybrid Attention Transformer for Image Restoration☆1,530Jun 2, 2024Updated last year
- ☆418Mar 20, 2023Updated 3 years ago
- [CVPR 2024] SinSR: Diffusion-Based Image Super-Resolution in a Single Step☆573Sep 12, 2024Updated last year
- 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.
- [ICLR'24] Recursive Generalization Transformer for Image Super-Resolution☆177Dec 8, 2024Updated last year
- [CVPR 2025] Efficient Visual State Space Model for Image Deblurring; 1st place on AIM 2025 challenge on High FPS Motion Deblurring:☆146Jul 3, 2025Updated 10 months ago
- one summary of diffusion-based image processing, including restoration, enhancement, coding, quality assessment☆943Apr 8, 2026Updated last month
- [ICML 2024] Vision Mamba: Efficient Visual Representation Learning with Bidirectional State Space Model☆3,859Feb 13, 2025Updated last year
- [ICCV'23] Dual Aggregation Transformer for Image Super-Resolution☆530Nov 26, 2024Updated last year
- Image Restoration with Mean-Reverting Stochastic Differential Equations, ICML 2023. Winning solution of the NTIRE 2023 Image Shadow Remov…☆710Jul 23, 2024Updated last year
- [ICLR 2024] Controlling Vision-Language Models for Universal Image Restoration. 5th place in the NTIRE 2024 Restore Any Image Model in th…☆813Aug 7, 2024Updated last year