XLearning-SCU / Awesome-All-In-One-Image-RestorationLinks
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 with us. Our emails: liboyun.gm@gmail.com; gouyuanbiao@gmail.com; haiyuzhao.gm@gmail.com; wangwenxin.gm@gmail.com
☆217Updated 10 months ago
Alternatives and similar repositories for Awesome-All-In-One-Image-Restoration
Users that are interested in Awesome-All-In-One-Image-Restoration are comparing it to the libraries listed below
Sorting:
- [IEEE TPAMI] A Survey on All-in-One Image Restoration: Taxonomy, Evaluation and Future Trends☆377Updated last week
- ☆101Updated 9 months ago
- A Collection of Low Level Vision Research Groups☆229Updated 3 months ago
- PyTorch implementation for All-In-One Image Restoration for Unknown Corruption (AirNet) (CVPR 2022)☆206Updated last year
- ECCV2024：A Comparative Study of Image Restoration Networks for General Backbone Network Design☆132Updated 10 months ago
- ☆52Updated last year
- [CVPR 2025] Complexity Experts are Task-Discriminative Learners for Any Image Restoration☆98Updated 8 months ago
- Offical implementation of Universal Image Restoration Pre-training via Degradation Classification (ICLR2025).☆67Updated 2 months ago
- A Collection of Papers and Codes in ICCV2023/2021 about low level vision☆196Updated last year
- Awesome Diffusion Models in Low-Level Vision☆185Updated 2 years ago
- ☆58Updated 3 months ago
- Semantic-Aware Discriminator for Image Super-Resolution☆158Updated 11 months ago
- Codes of Interpreting Low-level Vision Models with Causal Effect Maps☆29Updated 2 months ago
- (CVPR2024) Official implementation of paper: "Selective Hourglass Mapping for Universal Image Restoration Based on Diffusion Model"☆183Updated 10 months ago
- [arXiv 2023] Improving Image Restoration through Removing Degradations in Textual Representations☆91Updated last year
- [arXiv 2024] LoRA-IR: Taming Low-Rank Experts for Efficient All-in-One Image Restoration☆76Updated 5 months ago
- [NeurIPS'23] Hierarchical Integration Diffusion Model for Realistic Image Deblurring☆240Updated 10 months ago
- Official Code for "Reti-Diff: Illumination Degradation Image Restoration with Retinex-based Latent Diffusion Model". A SOTA algorithm in …☆92Updated 5 months ago
- ☆89Updated 7 months ago
- [IJCAI 2023 ORAL] "Pyramid Diffusion Models For Low-light Image Enhancement" (Official Implementation)☆189Updated last year
- ☆41Updated last year
- Codes for CVPR2023 paper "DegAE: A New Pretraining Paradigm for Low-level Vision"☆77Updated last year
- Maximize Efficiency, Elevate Accuracy: Slash GPU Hours by Half with Efficient Pre-training!☆62Updated last year
- PyTorch implementation for Test-Time Degradation Adaptation for Open-Set Image Restoration (ICML 2024, Spotlight)☆17Updated last year
- Ingredient-oriented Multi-Degradation Learning for Image Restoration; CVPR 2023☆25Updated last year
- Low-light Image Enhancement via CLIP-Fourier Guided Wavelet Diffusion. (TOMM)☆82Updated 2 months ago
- [ICLR 2025] An Intelligent Agentic System for Complex Image Restoration Problems☆109Updated 8 months ago
- Multi-Domain Multi-Scale Diffusion Model for Low-Light Image Enhancement (AAAI'24)☆44Updated 8 months ago
- Towards Effective Multiple-in-One Image Restoration: A Sequential and Prompt Learning Strategy☆79Updated last year
- A paper list of recent mamba efforts for low-level vision.☆398Updated 2 weeks ago