A curated list of resources for Image and Video Deblurring

Collection of popular and reproducible image denoising works.

Mind the Gap: Domain Gap Control for Single Shot Domain Adaptation for Generative Adversarial Networks (ICLR 2022)

Official Pytorch code for "SCSA: A Plug-and-Play Semantic Continuous-Sparse Attention for Arbitrary Semantic Style Transfer" (CVPR 2025 Highlight)

Joint Video Multi-Frame Interpolation and Deblurring under Unknown Exposure Time (CVPR2023)

Official implementation of Paper "Rethinking Video Deblurring with Wavelet-Aware Dynamic Transformer and Diffusion Model" (ECCV 2024)

[NeurIPS'23] Hierarchical Integration Diffusion Model for Realistic Image Deblurring

[IJCV2024] Exploiting Diffusion Prior for Real-World Image Super-Resolution

[ECCV 2024] codes of DiffBIR: Towards Blind Image Restoration with Generative Diffusion Prior

This project is the official implementation of 'Diffir: Efficient diffusion model for image restoration', ICCV2023

ResShift: Efficient Diffusion Model for Image Super-resolution by Residual Shifting (NeurIPS@2023 Spotlight, TPAMI@2024)

"Denoising Diffusion Models for Plug-and-Play Image Restoration", Yuanzhi Zhu, Kai Zhang, Jingyun Liang, Jiezhang Cao, Bihan Wen, Radu Timofte, Luc Van Gool.

Deblur-YOLO for joint object detection and motion blur removal.

Event-enhanced Line Segment Detection in Motion-blurred Images

Knowledge Distillation and Adversarial Learning Framework for Defocus Blur Detection

Code for Line Drawings for Face Portraits from Photos using Global and Local Structure based GANs (TPAMI)

Official Pytorch implementation of "CLIPstyler:Image Style Transfer with a Single Text Condition" (CVPR 2022)

Collection of tutorials on diffusion models, step-by-step implementation guide, scripts for generating images with AI, prompt engineering guide, and resources for further learning.

The official implementation of "ReF-LDM: A Latent Diffusion Model for Reference-based Face Image Restoration" [NeurIPS 2024]

Using reference images to control style in text-to-image diffusion models. Based on CSD and IP Adapter

[ICML 2025] EasyRef: Omni-Generalized Group Image Reference for Diffusion Models via Multimodal LLM

LeftRefill: Filling Right Canvas based on Left Reference through Generalized Text-to-Image Diffusion Model (CVPR2024)

[CVPR2025] We present StableAnimator, the first end-to-end ID-preserving video diffusion framework, which synthesizes high-quality videos without any post-processing, conditioned on a reference ima…

Stable Diffusion-based image manipulation method with a sketch and reference image

The official code of paper "LVCD: Reference-based Lineart Video Colorization with Diffusion Models"

Stable Diffusion: Tutorials, Guides, Tips, Tricks, References, and more ...

List of Stable Diffusion style prompts, optimized for RobMix Zenith.