ChunmingHe / Reti-Diff
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.
☆49Updated 2 weeks ago
Alternatives and similar repositories for Reti-Diff:
Users that are interested in Reti-Diff are comparing it to the libraries listed below
- [arXiv 2024] LoRA-IR: Taming Low-Rank Experts for Efficient All-in-One Image Restoration☆63Updated 5 months ago
- ☆44Updated 8 months ago
- Maximize Efficiency, Elevate Accuracy: Slash GPU Hours by Half with Efficient Pre-training!☆55Updated 11 months ago
- [ECCV 2024] Restore Anything with Masks: Leveraging Mask Image Modeling for Blind All-in-One Image Restoration☆71Updated last month
- Towards Effective Multiple-in-One Image Restoration: A Sequential and Prompt Learning Strategy☆72Updated last year
- ACMMM2024: Wave-Mamba: Wavelet State Space Model for Ultra-High-Definition Low-Light Image Enhancement☆74Updated 5 months ago
- [ECCV2024] "Raindrop Clarity: A Dual-Focused Dataset for Day and Night Raindrop Removal", https://arxiv.org/abs/2407.16957☆46Updated last week
- ☆63Updated this week
- [CVPR 2025] Complexity Experts are Task-Discriminative Learners for Any Image Restoration☆39Updated 2 weeks ago
- Multi-Domain Multi-Scale Diffusion Model for Low-Light Image Enhancement (AAAI'24)☆32Updated 3 weeks ago
- ☆50Updated last year
- [ECCV‘24] Teaching Tailored to Talent: Adverse Weather Restoration via Prompt Pool and Depth-Anything Constraint☆31Updated 5 months ago
- Offical implementation of Universal Image Restoration Pre-training via Degradation Classification (ICLR2025).☆25Updated last month
- Xformer: Hybrid X-Shaped Transformer for Image Denoising☆42Updated last year
- [CVIU 2024] Coarse-to-Fine Mechanisms Mitigate Diffusion Limitations on Image Restoration☆41Updated 7 months ago
- ☆73Updated last month
- Official PyTorch implementation of dehazing method based on FFC and ConvNeXt, 1st place solution of NTIRE 2023 HR NonHomogeneous Dehazing…☆47Updated last year
- ☆40Updated 2 months ago
- [AAAI 2024] Learning from History: Task-agnostic Model Contrastive Learning for Image Restoration☆35Updated last year
- [arXiv 2023] Improving Image Restoration through Removing Degradations in Textual Representations☆84Updated 11 months ago
- CVPR2024: Transfer CLIP for Generalizable Image Denoising☆68Updated 10 months ago
- When Fast Fourier Transform Meets Transformer for Image Restoration (ECCV 2024)☆46Updated 5 months ago
- [NeurIPS2024] Tune your restoration model with one 3090 GPU!☆67Updated 2 months ago
- Codes of Interpreting Low-level Vision Models with Causal Effect Maps☆15Updated 2 months ago
- ☆41Updated this week
- ☆17Updated last year
- ProRes: Exploring Degradation-aware Visual Prompt for Universal Image Restoration☆102Updated 5 months ago
- (CVPR2024) Official implementation of paper: "Selective Hourglass Mapping for Universal Image Restoration Based on Diffusion Model"☆145Updated 3 months ago
- ☆29Updated 6 months ago
- ECCV2024:A Comparative Study of Image Restoration Networks for General Backbone Network Design☆98Updated 2 months ago