{"total":15,"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":"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":"2312.15736","title":"Towards Real-World Blind Face Restoration with Generative Diffusion Prior","created":"2023-12-25","cited_by_count":22,"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":"2408.05713","title":"SSL: A Self-similarity Loss for Improving Generative Image Super-resolution","created":"2024-08-11","cited_by_count":5,"area":"diffusion"},{"id":"2602.01864","title":"Trust but Verify: Adaptive Conditioning for Reference-Based Diffusion Super-Resolution via Implicit Reference Correlation Modeling","created":"2026-02-02","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":"2507.10943","title":"Robust ID-Specific Face Restoration via Alignment Learning","created":"2025-07-15","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":"2406.17236","title":"LIPE: Learning Personalized Identity Prior for Non-rigid Image Editing","created":"2024-06-25","cited_by_count":1,"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":"2505.18469","title":"HonestFace: Towards Honest Face Restoration with One-Step Diffusion Model","created":"2025-05-24","cited_by_count":1,"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":"2606.16401","title":"RGFVR: Reference-Guided Face Video Restoration with Flow Matching","created":"2026-06-15","cited_by_count":0,"area":"diffusion"}],"next_cursor":null}