ResShift: Efficient Diffusion Model for Image Super-resolution by Residual Shifting (NeurIPS@2023 Spotlight, TPAMI@2024)
☆1,356Jul 8, 2025Updated 8 months ago
Alternatives and similar repositories for ResShift
Users that are interested in ResShift are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [CVPR 2024] SinSR: Diffusion-Based Image Super-Resolution in a Single Step☆554Sep 12, 2024Updated last year
- [IJCV2024] Exploiting Diffusion Prior for Real-World Image Super-Resolution☆2,642Jul 12, 2024Updated last year
- This project is the official implementation of 'Diffir: Efficient diffusion model for image restoration', ICCV2023☆601Aug 25, 2024Updated last year
- [CVPR2024] SeeSR: Towards Semantics-Aware Real-World Image Super-Resolution☆618Dec 16, 2025Updated 3 months ago
- ☆335Sep 16, 2023Updated 2 years ago
- [NeurlPS2024] One-Step Effective Diffusion Network for Real-World Image Super-Resolution☆606Apr 20, 2025Updated 11 months ago
- [TIP2026] Official codes of CCSRv2 and CCSRv1: Improving the Stability and Efficiency of Diffusion Models for Content Consistent Super-Re…☆598Jul 17, 2025Updated 8 months ago
- Image Restoration with Mean-Reverting Stochastic Differential Equations, ICML 2023. Winning solution of the NTIRE 2023 Image Shadow Remov…☆704Jul 23, 2024Updated last year
- Unofficial implementation of Image Super-Resolution via Iterative Refinement by Pytorch☆3,910Nov 4, 2023Updated 2 years ago
- [ICLR 2023 Oral] Zero-Shot Image Restoration Using Denoising Diffusion Null-Space Model☆1,331Apr 25, 2024Updated last year
- [ECCV2024] Pixel-Aware Stable Diffusion for Realistic Image Super-Resolution and Personalized Stylization☆1,019Sep 23, 2024Updated last year
- CVPR2023 - Activating More Pixels in Image Super-Resolution Transformer TPAMI - HAT: Hybrid Attention Transformer for Image Restoration☆1,497Jun 2, 2024Updated last year
- one summary of diffusion-based image processing, including restoration, enhancement, coding, quality assessment☆930Jan 19, 2026Updated 2 months ago
- [ECCV 2024] codes of DiffBIR: Towards Blind Image Restoration with Generative Diffusion Prior☆4,043Jul 29, 2025Updated 7 months ago
- CVPR 2024: Residual Denoising Diffusion Models☆571Apr 5, 2025Updated 11 months ago
- [ICLR 2024] Controlling Vision-Language Models for Universal Image Restoration. 5th place in the NTIRE 2024 Restore Any Image Model in th…☆807Aug 7, 2024Updated last year
- [ICCV 2023] Spatially-Adaptive Feature Modulation for Efficient Image Super-Resolution; runner-up method for the model complexity track i…☆370Dec 23, 2025Updated 3 months ago
- SAM-DiffSR: Structure-Modulated Diffusion Model for Image Super-Resolution☆135Mar 30, 2024Updated last year
- Official Code for our CVPR2023 paper "Human Guided Ground-truth Generation for Realistic Image Super-resolution"☆131Jan 8, 2024Updated 2 years ago
- PromptIR: Prompting for All-in-One Blind Image Restoration [NeurIPS 2023]☆505Apr 28, 2024Updated last year
- Official implementation of S3Diff☆217Nov 9, 2024Updated last year
- Open Source Image and Video Restoration Toolbox for Super-resolution, Denoise, Deblurring, etc. Currently, it includes EDSR, RCAN, SRResN…☆8,163Jul 21, 2024Updated last year
- "Denoising Diffusion Models for Plug-and-Play Image Restoration", Yuanzhi Zhu, Kai Zhang, Jingyun Liang, Jiezhang Cao, Bihan Wen, Radu Ti…☆494Nov 27, 2024Updated last year
- ☆223Mar 21, 2023Updated 3 years ago
- [ICCV'23] Dual Aggregation Transformer for Image Super-Resolution☆528Nov 26, 2024Updated last year
- SwinIR: Image Restoration Using Swin Transformer (official repository)☆5,394May 14, 2024Updated last year
- CAMixerSR: Only Details Need More “Attention” (CVPR 2024)☆307Jun 4, 2024Updated last year
- Latent-based SR using MoE and frequency augmented VAE decoder☆163Nov 26, 2023Updated 2 years ago
- Official implementation of the paper 'Details or Artifacts: A Locally Discriminative Learning Approach to Realistic Image Super-Resolutio…☆280Apr 11, 2022Updated 3 years ago
- Semantic-Guided Diffusion Model for Single-Step Image Super-Resolution☆22Jun 10, 2025Updated 9 months ago
- Official code for "SRFormer: Permuted Self-Attention for Single Image Super-Resolution" (ICCV 2023) and SRFormerV2☆300Jul 13, 2025Updated 8 months ago
- Code of "ResDiff: Combining CNN and Diffusion Model for Image Super-Resolution"☆103Mar 20, 2023Updated 3 years ago
- PyTorch code for our paper "Image Super-Resolution with Text Prompt Diffusion"☆125May 24, 2025Updated 9 months ago
- [CVPR 2022--Oral] Restormer: Efficient Transformer for High-Resolution Image Restoration. SOTA for motion deblurring, image deraining, d…☆2,462Oct 23, 2025Updated 5 months ago
- [ECCV2024, CVPR2025] MambaIR and MambaIRv2!☆1,046Apr 15, 2025Updated 11 months ago
- Collect super-resolution related papers, data, repositories☆3,019Feb 5, 2026Updated last month
- Official codes for DeSRA (ICML 2023)☆141Feb 2, 2024Updated 2 years ago
- [NeurIPS 2022] Denoising Diffusion Restoration Models -- Official Code Repository☆663Oct 10, 2022Updated 3 years ago
- Code for ECCV 2024 Paper "Motion-Guided Latent Diffusion for Temporally Consistent Real-world Video Super-resolution"☆161Dec 2, 2025Updated 3 months ago