{"total":24,"rows":[{"id":"2303.09472","title":"DiffIR: Efficient Diffusion Model for Image Restoration","created":"2023-03-16","cited_by_count":255,"area":"diffusion"},{"id":"2112.02475","title":"Deblurring via Stochastic Refinement","created":"2021-12-05","cited_by_count":249,"area":"diffusion"},{"id":"2308.09388","title":"Diffusion Models for Image Restoration and Enhancement: A Comprehensive Survey","created":"2023-08-18","cited_by_count":109,"area":"diffusion"},{"id":"2310.10123","title":"AutoDIR: Automatic All-in-One Image Restoration with Latent Diffusion","created":"2023-10-16","cited_by_count":100,"area":"diffusion"},{"id":"2305.12966","title":"Hierarchical Integration Diffusion Model for Realistic Image Deblurring","created":"2023-05-22","cited_by_count":88,"area":"diffusion"},{"id":"2212.01789","title":"Multiscale Structure Guided Diffusion for Image Deblurring","created":"2022-12-04","cited_by_count":77,"area":"diffusion"},{"id":"2406.11138","title":"Diffusion Models in Low-Level Vision: A Survey","created":"2024-06-17","cited_by_count":74,"area":"diffusion"},{"id":"2403.11157","title":"Selective Hourglass Mapping for Universal Image Restoration Based on Diffusion Model","created":"2024-03-17","cited_by_count":73,"area":"diffusion"},{"id":"2405.16785","title":"PromptFix: You Prompt and We Fix the Photo","created":"2024-05-27","cited_by_count":40,"area":"diffusion"},{"id":"2308.13767","title":"DiffI2I: Efficient Diffusion Model for Image-to-Image Translation","created":"2023-08-26","cited_by_count":24,"area":"diffusion"},{"id":"2505.18047","title":"RestoreVAR: Visual Autoregressive Generation for All-in-One Image Restoration","created":"2025-05-23","cited_by_count":15,"area":"diffusion"},{"id":"2411.17687","title":"GenDeg: Diffusion-based Degradation Synthesis for Generalizable All-In-One Image Restoration","created":"2024-11-26","cited_by_count":13,"area":"diffusion"},{"id":"2503.06537","title":"One-Step Diffusion Model for Image Motion-Deblurring","created":"2025-03-09","cited_by_count":9,"area":"diffusion"},{"id":"2403.06793","title":"Boosting Image Restoration via Priors from Pre-trained Models","created":"2024-03-11","cited_by_count":6,"area":"diffusion"},{"id":"2512.03979","title":"BlurDM: A Blur Diffusion Model for Image Deblurring","created":"2025-12-03","cited_by_count":5,"area":"diffusion"},{"id":"2408.11287","title":"Taming Generative Diffusion Prior for Universal Blind Image Restoration","created":"2024-08-21","cited_by_count":4,"area":"diffusion"},{"id":"2510.01641","title":"FideDiff: Efficient Diffusion Model for High-Fidelity Image Motion Deblurring","created":"2025-10-02","cited_by_count":4,"area":"diffusion"},{"id":"2411.05993","title":"A Modular Conditional Diffusion Framework for Image Reconstruction","created":"2024-11-08","cited_by_count":2,"area":"diffusion"},{"id":"2504.09069","title":"UniFlowRestore: A General Video Restoration Framework via Flow Matching and Prompt Guidance","created":"2025-04-12","cited_by_count":2,"area":"diffusion"},{"id":"2507.13599","title":"Learning Deblurring Texture Prior from Unpaired Data with Diffusion Model","created":"2025-07-18","cited_by_count":2,"area":"diffusion"},{"id":"2511.01645","title":"Enhancing Diffusion-based Restoration Models via Difficulty-Adaptive Reinforcement Learning with IQA Reward","created":"2025-11-03","cited_by_count":2,"area":"diffusion"},{"id":"2510.17105","title":"Boosting Fidelity for Pre-Trained-Diffusion-Based Low-Light Image Enhancement via Condition Refinement","created":"2025-10-20","cited_by_count":0,"area":"diffusion"},{"id":"2511.18152","title":"UnfoldLDM: Degradation-Aware Unfolding with Iterative Latent Diffusion Priors for Blind Image Restoration","created":"2025-11-22","cited_by_count":0,"area":"diffusion"},{"id":"2606.01315","title":"DeblurNVS: Geometric Latent Diffusion for Novel View Synthesis from Sparse Motion-Blurred Images","created":"2026-05-31","cited_by_count":0,"area":"diffusion"}],"next_cursor":null}