shallowdream204 / LoRA-IRView external linksLinks
[arXiv 2024] LoRA-IR: Taming Low-Rank Experts for Efficient All-in-One Image Restoration
☆80May 28, 2025Updated 8 months ago
Alternatives and similar repositories for LoRA-IR
Users that are interested in LoRA-IR are comparing it to the libraries listed below
Sorting:
- 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
- [CVPR 2025] Complexity Experts are Task-Discriminative Learners for Any Image Restoration☆128Dec 8, 2025Updated 2 months ago
- Offical implementation of Universal Image Restoration Pre-training via Degradation Classification (ICLR2025).☆76Sep 2, 2025Updated 5 months ago
- GitHub repository for our project "Efficient Degradation-aware Any Image Restoration"☆31Mar 4, 2025Updated 11 months ago
- Maximize Efficiency, Elevate Accuracy: Slash GPU Hours by Half with Efficient Pre-training!☆70Apr 23, 2024Updated last year
- [NeurlPS' 25] InstructRestore: Region-Customized Image Restoration with Human Instructions☆48Oct 23, 2025Updated 3 months ago
- Semantic-Guided Diffusion Model for Single-Step Image Super-Resolution☆20Jun 10, 2025Updated 8 months ago
- (CVPR2024) Official implementation of paper: "Selective Hourglass Mapping for Universal Image Restoration Based on Diffusion Model"☆191Dec 27, 2024Updated last year
- ☆27Jan 30, 2024Updated 2 years ago
- [IEEE TPAMI 2025] A Survey on All-in-One Image Restoration: Taxonomy, Evaluation and Future Trends☆461Feb 8, 2026Updated last week
- Learning Rain Location Prior for Nighttime Deraining (ICCV2023)☆29Apr 11, 2024Updated last year
- [NeurIPS 2025 Spotlight] DiCo: Revitalizing ConvNets for Scalable and Efficient Diffusion Modeling☆61Oct 31, 2025Updated 3 months ago
- [CVPR2024] Official implementation of SODA-SR.☆33Oct 24, 2024Updated last year
- [NeurIPS2024] Tune your restoration model with one 3090 GPU!☆83Jan 13, 2025Updated last year
- Gradient as Conditions: Rethinking HOG for All-in-one Image Restoration☆26Dec 23, 2025Updated last month
- ☆17Aug 7, 2025Updated 6 months ago
- [ICLR 2025] An Intelligent Agentic System for Complex Image Restoration Problems☆132Mar 12, 2025Updated 11 months ago
- [arXiv 2023] Improving Image Restoration through Removing Degradations in Textual Representations☆94Apr 17, 2024Updated last year
- The Official Implementation for "HAIR: Hypernetworks-based All-in-One Image Restoration".☆77Nov 13, 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…☆228Jan 14, 2025Updated last year
- (TMLR 2026) The official Pytorch Implementation of AnyIR for All in One Image Restoration☆29Sep 18, 2025Updated 4 months ago
- Adaptive Blind All-in-One Image Restoration☆35Mar 17, 2025Updated 10 months ago
- [ECCV 2024] UniProcessor: A Text-induced Unified Low-level Image Processor☆25Dec 26, 2024Updated last year
- A list of awesome all-in-one image restoration methods. Updating...!☆94Jun 9, 2025Updated 8 months ago
- [ICLR 2024] Controlling Vision-Language Models for Universal Image Restoration. 5th place in the NTIRE 2024 Restore Any Image Model in th…☆805Aug 7, 2024Updated last year
- Towards Effective Multiple-in-One Image Restoration: A Sequential and Prompt Learning Strategy☆82Mar 17, 2024Updated last year
- The Local Attribution Map (LAM) is an interpretability tool for super-resolution reconstruction tasks. 局部归因图(Local Attribution Map,LAM)是一…☆24May 24, 2025Updated 8 months ago
- [IEEE TCSVT 2025] Ultra-High-Definition Image Restoration: New Benchmarks and A Dual Interaction Prior-Driven Solution☆13Sep 26, 2025Updated 4 months ago
- This is official repository for "ConStyle v2: A Strong Prompter for All-in-One Image Restoration"☆12Jun 12, 2024Updated last year
- Unsupervised Variational Translator for Bridging Image Restoration and High-Level Vision Tasks☆14May 12, 2025Updated 9 months ago
- [NeurIPS23] PromptRestorer: A Prompting Image Restoration Method with Degradation Perception☆15Aug 4, 2024Updated last year
- [ECCV 2024] Restore Anything with Masks: Leveraging Mask Image Modeling for Blind All-in-One Image Restoration☆104Sep 21, 2025Updated 4 months ago
- [NeurIPS 2024]Taming Diffusion Prior for Image Super-Resolution with Domain Shift SDEs☆37Dec 3, 2024Updated last year
- [NeurlPS2024] One-Step Effective Diffusion Network for Real-World Image Super-Resolution☆592Apr 20, 2025Updated 9 months ago
- (CVPR 2025) Adversarial Diffusion Compression for Real-World Image Super-Resolution [PyTorch]☆249Apr 5, 2025Updated 10 months ago
- This is official implementtaion of "VmambaIR: Visual State Space Model for Image Restoration"☆220May 7, 2025Updated 9 months ago
- [AAAI 2024 & IJCV 2025] Learning from History: Task-agnostic Model Contrastive Learning for Image Restoration☆39Sep 16, 2025Updated 4 months ago
- ☆81Sep 21, 2025Updated 4 months ago
- [ICML 2024] See More Details: Efficient Image Super-Resolution by Experts Mining☆148Dec 8, 2025Updated 2 months ago