ChunmingHe / Reti-DiffLinks
Official Code for "Reti-Diff: Illumination Degradation Image Restoration with Retinex-based Latent Diffusion Model". A SOTA algorithm in low-light image enhancement, underwater image enhancement, and backlit image enhancement.
☆75Updated 2 months ago
Alternatives and similar repositories for Reti-Diff
Users that are interested in Reti-Diff are comparing it to the libraries listed below
Sorting:
- Offical implementation of Universal Image Restoration Pre-training via Degradation Classification (ICLR2025).☆57Updated 3 weeks ago
- (CVPR2024) Official implementation of paper: "Selective Hourglass Mapping for Universal Image Restoration Based on Diffusion Model"☆173Updated 7 months ago
- [arXiv 2024] LoRA-IR: Taming Low-Rank Experts for Efficient All-in-One Image Restoration☆69Updated 2 months ago
- ☆53Updated last week
- [CVPR 2025] Complexity Experts are Task-Discriminative Learners for Any Image Restoration☆76Updated 4 months ago
- [ECCV 2024] Restore Anything with Masks: Leveraging Mask Image Modeling for Blind All-in-One Image Restoration☆79Updated 5 months ago
- ☆90Updated 6 months ago
- Maximize Efficiency, Elevate Accuracy: Slash GPU Hours by Half with Efficient Pre-training!☆60Updated last year
- [ACM MM'24 Oral] RainMamba: Enhanced Locality Learning with State Space Models for Video Deraining☆111Updated last month
- [ECCV2024] XPSR: Cross-modal Priors for Diffusion-based Image Super-Resolution☆73Updated last year
- [CVIU 2024] Coarse-to-Fine Mechanisms Mitigate Diffusion Limitations on Image Restoration☆41Updated 11 months ago
- Semantic-Aware Discriminator for Image Super-Resolution☆153Updated 7 months ago
- SAM-DiffSR: Structure-Modulated Diffusion Model for Image Super-Resolution☆126Updated last year
- [CVPR 2024] Official implementation of "Beyond Image Super-Resolution for Image Recognition with Task-Driven Perceptual Loss"☆54Updated this week
- CVPR2024: Transfer CLIP for Generalizable Image Denoising☆86Updated last year
- [arXiv 2023] Improving Image Restoration through Removing Degradations in Textual Representations☆88Updated last year
- Towards Effective Multiple-in-One Image Restoration: A Sequential and Prompt Learning Strategy☆77Updated last year
- Codes of Interpreting Low-level Vision Models with Causal Effect Maps☆28Updated 7 months ago
- [ECCV‘24] Teaching Tailored to Talent: Adverse Weather Restoration via Prompt Pool and Depth-Anything Constraint☆37Updated 9 months ago
- ☆74Updated 4 months ago
- PyTorch code for our NeurIPS 2022 paper "Cross Aggregation Transformer for Image Restoration"☆137Updated 7 months ago
- CVPR2025 - CATANet: Efficient Content-Aware Token Aggregation for Lightweight Image Super-Resolution☆123Updated 4 months ago
- ☆58Updated last year
- ECCV2024:A Comparative Study of Image Restoration Networks for General Backbone Network Design☆123Updated 7 months ago
- Codes for CVPR2023 paper "DegAE: A New Pretraining Paradigm for Low-level Vision"☆77Updated last year
- [ICML2023] IRNeXt: Rethinking Convolutional Network Design for Image Restoration☆62Updated last year
- [CVPR 2024] Official code release of our paper "Diff-Plugin: Revitalizing Details for Diffusion-based Low-level tasks"☆162Updated last year
- [CVPR 2025] Official implementation for "Diffusion Model with Gradient Guidance for Infrared Image Super-Resolution".☆65Updated 4 months ago
- 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…☆196Updated 6 months ago
- Xformer: Hybrid X-Shaped Transformer for Image Denoising☆46Updated last year