zhangyi-3 / UCDIR
A Unified Conditional Framework for Diffusion-based Image Restoration
☆86Updated last year
Alternatives and similar repositories for UCDIR:
Users that are interested in UCDIR are comparing it to the libraries listed below
- Towards Effective Multiple-in-One Image Restoration: A Sequential and Prompt Learning Strategy☆71Updated last year
- ECCV2024:A Comparative Study of Image Restoration Networks for General Backbone Network Design☆99Updated 2 months ago
- Xformer: Hybrid X-Shaped Transformer for Image Denoising☆42Updated last year
- ProRes: Exploring Degradation-aware Visual Prompt for Universal Image Restoration☆101Updated 4 months ago
- ☆72Updated last month
- [CVPR 2025] Complexity Experts are Task-Discriminative Learners for Any Image Restoration☆37Updated last week
- ☆50Updated last year
- [CVPR 2024] Training Generative Image Super-Resolution Models by Wavelet-Domain Losses Enables Better Control of Artifacts☆72Updated 10 months ago
- [AAAI 2024] Learning from History: Task-agnostic Model Contrastive Learning for Image Restoration☆35Updated last year
- CVPR2024: Transfer CLIP for Generalizable Image Denoising☆67Updated 9 months ago
- [CVIU 2024] Coarse-to-Fine Mechanisms Mitigate Diffusion Limitations on Image Restoration☆41Updated 7 months ago
- Restore Anything Pipeline (RAP): Segment Anything Meets Image Restoration☆69Updated last year
- [arXiv 2024] LoRA-IR: Taming Low-Rank Experts for Efficient All-in-One Image Restoration☆59Updated 5 months ago
- PyTorch implementation for Comprehensive and Delicate: An Efficient Transformer for Image Restoration (CVPR 2023).☆51Updated last year
- PyTorch code for our NeurIPS 2022 paper "Cross Aggregation Transformer for Image Restoration"☆131Updated 3 months ago
- Implementation code for WaveDM: Wavelet-Based Diffusion Models for Image Restoration.☆39Updated 3 months ago
- ☆46Updated 3 months ago
- Denoising Diffusion Post-Processing for Low-Light Image Enhancement☆56Updated 7 months ago
- [CVPR-2024] Pytorch implementation of "Misalignment-Robust Frequency Distribution Loss for Image Transformation"☆47Updated 6 months ago
- GitHub repository for our project "Efficient Degradation-aware Any Image Restoration"☆31Updated 3 weeks ago
- ☆52Updated 10 months ago
- Maximize Efficiency, Elevate Accuracy: Slash GPU Hours by Half with Efficient Pre-training!☆55Updated 11 months ago
- [arXiv 2023] Improving Image Restoration through Removing Degradations in Textual Representations☆83Updated 11 months ago
- ☆59Updated last year
- Codes for CVPR2023 paper "DegAE: A New Pretraining Paradigm for Low-level Vision"☆76Updated last year
- (CVPR 2025) Adversarial Diffusion Compression for Real-World Image Super-Resolution [PyTorch]☆41Updated 2 weeks ago
- [ECCV2024] XPSR: Cross-modal Priors for Diffusion-based Image Super-Resolution☆63Updated 8 months ago
- SOTA for Burst Super-resolution, Low-light Burst Image Enhancement, Burst Image De-noising☆125Updated last year
- [ECCV 2024] Prompt-based test-time real image dehazing: a novel pipeline☆39Updated 4 months ago
- [CVPR 2024] Low-Res Leads the Way: Improving Generalization for Super-Resolution by Self-Supervised Learning☆35Updated 10 months ago