krennic999 / MPI
Code for paper "Masked Pre-training Enables Universal Zero-shot Denoiser" [NeurIPS 2024].
☆28Updated 4 months ago
Alternatives and similar repositories for MPI:
Users that are interested in MPI are comparing it to the libraries listed below
- [TIP 2024] Official Implementation of "Neural Degradation Representation Learning for All-In-One Image Restoration"☆29Updated 4 months ago
- Xformer: Hybrid X-Shaped Transformer for Image Denoising☆42Updated last year
- ☆34Updated 4 months ago
- ☆50Updated last year
- PyTorch implementation for Comprehensive and Delicate: An Efficient Transformer for Image Restoration (CVPR 2023).☆51Updated last year
- [CVIU 2024] Coarse-to-Fine Mechanisms Mitigate Diffusion Limitations on Image Restoration☆41Updated 7 months ago
- Towards Effective Multiple-in-One Image Restoration: A Sequential and Prompt Learning Strategy☆71Updated last year
- A Unified Conditional Framework for Diffusion-based Image Restoration☆86Updated last year
- Spatially Adaptive Self-Supervised Learning for Real-World Image Denoising (CVPR 2023)☆95Updated 11 months ago
- CVPR2024: Transfer CLIP for Generalizable Image Denoising☆67Updated 9 months ago
- Random Sub-Samples Generation for Self-Supervised Real Image Denoising (ICCV 2023)☆41Updated last year
- GitHub repository for our project "Efficient Degradation-aware Any Image Restoration"☆31Updated 3 weeks ago
- [AAAI 2024] Learning from History: Task-agnostic Model Contrastive Learning for Image Restoration☆35Updated last year
- LG-BPN: Local and Global Blind-Patch Network for Self-Supervised Real-World Denoising (CVPR 2023)☆57Updated last year
- Official PyTorch implementation of "Temporal As a Plugin: Unsupervised Video Denoising with Pre-Trained Image Denoisers" in ECCV 2024.☆27Updated 6 months ago
- [CVPR 2025] Complexity Experts are Task-Discriminative Learners for Any Image Restoration☆37Updated last week
- Maximize Efficiency, Elevate Accuracy: Slash GPU Hours by Half with Efficient Pre-training!☆55Updated 11 months ago
- [ICLR 2025] Denoising as Adaptation: Noise-Space Domain Adaptation for Image Restoration☆38Updated last month
- ☆52Updated 10 months ago
- ECCV2024:A Comparative Study of Image Restoration Networks for General Backbone Network Design☆99Updated 2 months ago
- Implementation code for WaveDM: Wavelet-Based Diffusion Models for Image Restoration.☆38Updated 3 months ago
- Official dataset and codes of Continuous Optical Zooming: A Benchmark for Arbitrary-Scale Image Super-Resolution in Real World[CVPR2024].☆37Updated last month
- [arXiv 2024] LoRA-IR: Taming Low-Rank Experts for Efficient All-in-One Image Restoration☆59Updated 5 months ago
- ☆42Updated 10 months ago
- AAAI 2024: VQCNIR: Clearer Night Image Restoration with Vector-Quantized Codebook☆19Updated last year
- ☆42Updated 7 months ago
- [ICCV2023] The Devil is in the upsampling: Architectural Decisions Made Simpler for Denoising with Deep Image Prior☆23Updated last year
- ☆72Updated last month
- Rethinking Transformer-Based Blind-Spot Network for Self-Supervised Image Denoising (AAAI 2025)☆48Updated 2 months ago
- ☆19Updated 2 months ago