{"total":30,"rows":[{"id":"2308.15070","title":"DiffBIR: Towards Blind Image Restoration with Generative Diffusion Prior","created":"2023-08-29","cited_by_count":257,"area":"diffusion"},{"id":"2212.06512","title":"DifFace: Blind Face Restoration with Diffused Error Contraction","created":"2022-12-13","cited_by_count":97,"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":"2403.07319","title":"Efficient Diffusion Model for Image Restoration by Residual Shifting","created":"2024-03-12","cited_by_count":64,"area":"diffusion"},{"id":"2309.10810","title":"PGDiff: Guiding Diffusion Models for Versatile Face Restoration via Partial Guidance","created":"2023-09-19","cited_by_count":49,"area":"diffusion"},{"id":"2410.00418","title":"Posterior-Mean Rectified Flow: Towards Minimum MSE Photo-Realistic Image Restoration","created":"2024-10-01","cited_by_count":34,"area":"diffusion"},{"id":"2411.17163","title":"OSDFace: One-Step Diffusion Model for Face Restoration","created":"2024-11-26","cited_by_count":33,"area":"diffusion"},{"id":"2502.01189","title":"Compressed Image Generation with Denoising Diffusion Codebook Models","created":"2025-02-03","cited_by_count":28,"area":"diffusion"},{"id":"2312.15736","title":"Towards Real-World Blind Face Restoration with Generative Diffusion Prior","created":"2023-12-25","cited_by_count":22,"area":"diffusion"},{"id":"2403.12760","title":"WaveFace: Authentic Face Restoration with Efficient Frequency Recovery","created":"2024-03-19","cited_by_count":20,"area":"diffusion"},{"id":"2307.08996","title":"Towards Authentic Face Restoration with Iterative Diffusion Models and Beyond","created":"2023-07-18","cited_by_count":18,"area":"diffusion"},{"id":"2410.04161","title":"Overcoming False Illusions in Real-World Face Restoration with Multi-Modal Guided Diffusion Model","created":"2024-10-05","cited_by_count":12,"area":"diffusion"},{"id":"2502.02215","title":"InterLCM: Low-Quality Images as Intermediate States of Latent Consistency Models for Effective Blind Face Restoration","created":"2025-02-04","cited_by_count":9,"area":"diffusion"},{"id":"2412.21042","title":"Visual Style Prompt Learning Using Diffusion Models for Blind Face Restoration","created":"2024-12-30","cited_by_count":8,"area":"diffusion"},{"id":"2409.00991","title":"3D Priors-Guided Diffusion for Blind Face Restoration","created":"2024-09-02","cited_by_count":7,"area":"diffusion"},{"id":"2404.03642","title":"DiffBody: Human Body Restoration by Imagining with Generative Diffusion Prior","created":"2024-04-04","cited_by_count":6,"area":"diffusion"},{"id":"2402.06106","title":"CLR-Face: Conditional Latent Refinement for Blind Face Restoration Using Score-Based Diffusion Models","created":"2024-02-08","cited_by_count":5,"area":"diffusion"},{"id":"2412.16552","title":"Diffusion Prior Interpolation for Flexibility Real-World Face Super-Resolution","created":"2024-12-21","cited_by_count":5,"area":"diffusion"},{"id":"2410.09864","title":"AuthFace: Towards Authentic Blind Face Restoration with Face-oriented Generative Diffusion Prior","created":"2024-10-13","cited_by_count":4,"area":"diffusion"},{"id":"2312.17234","title":"Personalized Restoration via Dual-Pivot Tuning","created":"2023-12-28","cited_by_count":3,"area":"diffusion"},{"id":"2410.04618","title":"Towards Unsupervised Blind Face Restoration using Diffusion Prior","created":"2024-10-06","cited_by_count":2,"area":"diffusion"},{"id":"2505.23743","title":"DarkDiff: Advancing Low-Light Raw Enhancement by Retasking Diffusion Models for Camera ISP","created":"2025-05-29","cited_by_count":2,"area":"diffusion"},{"id":"2507.13797","title":"DynFaceRestore: Balancing Fidelity and Quality in Diffusion-Guided Blind Face Restoration with Dynamic Blur-Level Mapping and Guidance","created":"2025-07-18","cited_by_count":2,"area":"diffusion"},{"id":"2412.14327","title":"Personalized Generative Low-light Image Denoising and Enhancement","created":"2024-12-18","cited_by_count":1,"area":"diffusion"},{"id":"2507.00447","title":"Latent Posterior-Mean Rectified Flow for Higher-Fidelity Perceptual Face Restoration","created":"2025-07-01","cited_by_count":0,"area":"diffusion"},{"id":"2507.07464","title":"Degradation-Agnostic Statistical Facial Feature Transformation for Blind Face Restoration in Adverse Weather Conditions","created":"2025-07-10","cited_by_count":0,"area":"diffusion"},{"id":"2510.09924","title":"HeadsUp! High-Fidelity Portrait Image Super-Resolution","created":"2025-10-10","cited_by_count":0,"area":"diffusion"},{"id":"2603.03648","title":"Linearized Coupling Flow with Shortcut Constraints for One-Step Face Restoration","created":"2026-03-04","cited_by_count":0,"area":"diffusion"},{"id":"2607.06389","title":"FADRA: Frequency-Aware Diffusion with Residual Adaptation for Video Face Restoration","created":"2026-07-07","cited_by_count":0,"area":"diffusion"},{"id":"2608.06717","title":"WaveFreqAnchor: Wave-Structural Anchoring and Frequency Correction Diffusion for Training-Free Face Restoration","created":"2026-08-07","cited_by_count":0,"area":"diffusion"}],"next_cursor":null}