[CVPR 2025] Complexity Experts are Task-Discriminative Learners for Any Image Restoration
☆163May 25, 2026Updated 4 months ago
Alternatives and similar repositories for MoCE-IR
Users that are interested in MoCE-IR are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [IEEE TPAMI 2025] A Survey on All-in-One Image Restoration: Taxonomy, Evaluation and Future Trends☆603Updated this week
- [arXiv 2024] LoRA-IR: Taming Low-Rank Experts for Efficient All-in-One Image Restoration☆84May 28, 2025Updated last year
- Official code for GenDeg: Diffusion-Based Degradation Synthesis for Generalizable All-in-One Image Restoration☆72Feb 24, 2026Updated 7 months ago
- CVPR25(Highlight)-Unified Perceptual and Task-Oriented Image Restoration Model Using Diffusion Prior☆100Jun 15, 2025Updated last year
- [ICLR'25] AdaIR: Adaptive All-in-One Image Restoration via Frequency Mining and Modulation☆265Dec 24, 2025Updated 9 months ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- GitHub repository for our project "Efficient Degradation-aware Any Image Restoration"☆31Mar 4, 2025Updated last year
- [ICML 2024] See More Details: Efficient Image Super-Resolution by Experts Mining☆153Dec 8, 2025Updated 9 months ago
- all-in-one image restoration☆77Aug 13, 2025Updated last year
- Beyond Degradation Redundancy: Contrastive Prompt Learning for All-in-One Image Restoration☆36Feb 23, 2026Updated 7 months ago
- Towards Effective Multiple-in-One Image Restoration: A Sequential and Prompt Learning Strategy☆87Mar 17, 2024Updated 2 years ago
- Bio-Inspired Image Restoration☆57Jan 6, 2026Updated 8 months ago
- [ECCV 2024] OneRestore: A Universal Restoration Framework for Composite Degradation☆256Aug 14, 2026Updated last month
- Gradient as Conditions: Rethinking HOG for All-in-one Image Restoration☆50Mar 22, 2026Updated 6 months ago
- (TMLR 2026) The official Pytorch Implementation of AnyIR for All in One Image Restoration☆52Feb 24, 2026Updated 7 months ago
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- A list of awesome all-in-one image restoration methods. Updating...!☆100Jun 9, 2025Updated last year
- PromptIR: Prompting for All-in-One Blind Image Restoration [NeurIPS 2023]☆544Apr 28, 2024Updated 2 years ago
- [ECCV 2024] Restore Anything with Masks: Leveraging Mask Image Modeling for Blind All-in-One Image Restoration☆108Apr 21, 2026Updated 5 months ago
- (ICLR2026) Efficient Degradation-agnostic Image Restoration via Channel-Wise Functional Decomposition and Manifold Regularization☆37Jun 23, 2026Updated 3 months ago
- [ICCV2025] PyTorch implementation of "Perceive, Understand and Restore: Real-World Image Super-Resolution with Autoregressive Multimodal …☆126Jan 24, 2026Updated 8 months ago
- [NeurlPS' 25] InstructRestore: Region-Customized Image Restoration with Human Instructions☆53Oct 23, 2025Updated 11 months ago
- [AAAI 25] Debiased All-in-one Image Restoration with Task Uncertainty Regularization☆28Dec 19, 2024Updated last year
- [ICCV 2025] FoundIR: Unleashing Million-scale Training Data to Advance Foundation Models for Image Restoration☆234Nov 26, 2025Updated 10 months ago
- Offical implementation of Universal Image Restoration Pre-training via Degradation Classification (ICLR2025).☆80Sep 2, 2025Updated last year
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- [ICLR 2025] An Intelligent Agentic System for Complex Image Restoration Problems☆177Mar 12, 2025Updated last year
- Official repository of the CVPR 2025 paper: Vision-Language Gradient Descent-driven All-in-One Deep Unfolding Networks.☆42Sep 21, 2026Updated last week
- [NeurIPS2024] Tune your restoration model with one 3090 GPU!☆91Jan 13, 2025Updated last year
- Seeing the Unseen: A Frequency Prompt Guided Transformer for Image Restoration☆67Jul 13, 2025Updated last year
- Pytorch implementation of CVPR 2025 paper, "MaIR: A Locality- and Continuity-Preserving Mamba for Image Restoration". The Code will be re…☆113Sep 12, 2025Updated last year
- Official repo for EAMamba: Efficient All-Around Vision State Space Model for Image Restoration.☆68Jun 23, 2026Updated 3 months ago
- [CVPR 2025] Efficient Visual State Space Model for Image Deblurring; 1st place on AIM 2025 challenge on High FPS Motion Deblurring:☆158Jul 3, 2025Updated last year
- [ECCV2024, CVPR2025] MambaIR and MambaIRv2!☆1,180Jun 3, 2026Updated 3 months ago
- [IEEE TIP] Degradation Prototype Assignment and Prompt Distribution Learning for All-in-One Image Restoration☆17Apr 12, 2025Updated last year
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- (CVPR2024) Official implementation of paper: "Selective Hourglass Mapping for Universal Image Restoration Based on Diffusion Model"☆201Dec 27, 2024Updated last year
- [TCSVT 2025] Core codes for "SSP-IR: Semantic and Structure Priors for Diffusion-based Realistic Image Restoration"☆21Feb 14, 2025Updated last year
- [MICCAI 2024] All-In-One Medical Image Restoration via Task-Adaptive Routing (AMIR).☆84Mar 16, 2026Updated 6 months ago
- ACM MM 2025☆41Sep 14, 2026Updated 2 weeks ago
- [ICML2025] VARSR: Visual Autogressive Modeling for Image Super Resolution☆178May 1, 2025Updated last year
- NeurIPS 2025☆15Jun 25, 2026Updated 3 months ago
- The code source of MoE-DiffIR☆50Mar 21, 2025Updated last year