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.
☆92Updated 5 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:
- [arXiv 2024] LoRA-IR: Taming Low-Rank Experts for Efficient All-in-One Image Restoration☆76Updated 5 months ago
- (CVPR2024) Official implementation of paper: "Selective Hourglass Mapping for Universal Image Restoration Based on Diffusion Model"☆183Updated 10 months ago
- [CVPR 2025] Complexity Experts are Task-Discriminative Learners for Any Image Restoration☆100Updated 8 months ago
- Offical implementation of Universal Image Restoration Pre-training via Degradation Classification (ICLR2025).☆68Updated 2 months ago
- ☆101Updated 9 months ago
- ☆58Updated 3 months ago
- Low-light Image Enhancement via CLIP-Fourier Guided Wavelet Diffusion. (TOMM)☆82Updated 2 months ago
- Maximize Efficiency, Elevate Accuracy: Slash GPU Hours by Half with Efficient Pre-training!☆62Updated last year
- Codes of Interpreting Low-level Vision Models with Causal Effect Maps☆29Updated 2 months ago
- ☆45Updated 7 months ago
- ☆52Updated last year
- [CVIU 2024] Coarse-to-Fine Mechanisms Mitigate Diffusion Limitations on Image Restoration☆42Updated last year
- [ECCV2024] "Raindrop Clarity: A Dual-Focused Dataset for Day and Night Raindrop Removal", https://arxiv.org/abs/2407.16957☆60Updated 4 months ago
- [ECCV2024] XPSR: Cross-modal Priors for Diffusion-based Image Super-Resolution☆76Updated last year
- ☆68Updated last year
- [ACM MM'24 Oral] RainMamba: Enhanced Locality Learning with State Space Models for Video Deraining☆116Updated last month
- [arXiv 2023] Improving Image Restoration through Removing Degradations in Textual Representations☆91Updated last year
- [ECCV 2024] Restore Anything with Masks: Leveraging Mask Image Modeling for Blind All-in-One Image Restoration☆96Updated last month
- [NeurIPS2024 Spotlight] Real-world Image Dehazing with Coherence-based Pseudo Labeling and Cooperative Unfolding Network☆70Updated 3 weeks ago
- Towards Effective Multiple-in-One Image Restoration: A Sequential and Prompt Learning Strategy☆79Updated last year
- [CVPR2025] Iterative Predictor-Critic Code Decoding for Real-World Image Dehazing☆95Updated 2 months ago
- [ECCV‘24] Teaching Tailored to Talent: Adverse Weather Restoration via Prompt Pool and Depth-Anything Constraint☆41Updated 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…☆217Updated 10 months ago
- Semantic-Aware Discriminator for Image Super-Resolution☆159Updated 11 months ago
- [IJCAI 2023 ORAL] "Pyramid Diffusion Models For Low-light Image Enhancement" (Official Implementation)☆189Updated last year
- [CVPR 2025] Learning Hazing to Dehazing: Towards Realistic Haze Generation for Real-World Image Dehazing☆55Updated 5 months ago
- ECCV2024:A Comparative Study of Image Restoration Networks for General Backbone Network Design☆133Updated 10 months ago
- Ingredient-oriented Multi-Degradation Learning for Image Restoration; CVPR 2023☆25Updated last year
- CVPR2024: Transfer CLIP for Generalizable Image Denoising☆93Updated last year
- [ICLR 2025] An Intelligent Agentic System for Complex Image Restoration Problems☆109Updated 8 months ago