{"total":51,"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":"2306.00306","title":"Low-Light Image Enhancement with Wavelet-based Diffusion Models","created":"2023-06-01","cited_by_count":127,"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":"2305.01115","title":"In-Context Learning Unlocked for Diffusion Models","created":"2023-05-01","cited_by_count":104,"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":"2401.00736","title":"Diffusion Models, Image Super-Resolution And Everything: A Survey","created":"2024-01-01","cited_by_count":64,"area":"diffusion"},{"id":"2409.02426","title":"Breaking the Curse of Dimensionality: Diffusion Models Efficiently Learn Low-Dimensional Distributions","created":"2024-09-04","cited_by_count":53,"area":"diffusion"},{"id":"2305.16936","title":"CRoSS: Diffusion Model Makes Controllable, Robust and Secure Image Steganography","created":"2023-05-26","cited_by_count":50,"area":"diffusion"},{"id":"2403.00644","title":"Diff-Plugin: Revitalizing Details for Diffusion-based Low-level Tasks","created":"2024-03-01","cited_by_count":48,"area":"diffusion"},{"id":"2409.01876","title":"CyberHost: Taming Audio-driven Avatar Diffusion Model with Region Codebook Attention","created":"2024-09-03","cited_by_count":39,"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":"2309.07867","title":"Beta Diffusion","created":"2023-09-14","cited_by_count":17,"area":"diffusion"},{"id":"2407.14900","title":"AGLLDiff: Guiding Diffusion Models Towards Unsupervised Training-free Real-world Low-light Image Enhancement","created":"2024-07-20","cited_by_count":16,"area":"diffusion"},{"id":"2401.00877","title":"Improving the Stability and Efficiency of Diffusion Models for Content Consistent Super-Resolution","created":"2023-12-30","cited_by_count":15,"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":"2312.17161","title":"Restoration by Generation with Constrained Priors","created":"2023-12-28","cited_by_count":9,"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":"2308.09279","title":"DiffLLE: Diffusion-guided Domain Calibration for Unsupervised Low-light Image Enhancement","created":"2023-08-18","cited_by_count":8,"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":"2510.12114","title":"Self-Supervised Selective-Guided Diffusion Model for Old-Photo Face Restoration","created":"2025-10-14","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":"2403.16643","title":"Self-Adaptive Reality-Guided Diffusion for Artifact-Free Super-Resolution","created":"2024-03-25","cited_by_count":6,"area":"diffusion"},{"id":"2409.07451","title":"FreeEnhance: Tuning-Free Image Enhancement via Content-Consistent Noising-and-Denoising Process","created":"2024-09-11","cited_by_count":6,"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":"2503.01288","title":"Reconciling Stochastic and Deterministic Strategies for Zero-shot Image Restoration using Diffusion Model in Dual","created":"2025-03-03","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":"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":"2503.20537","title":"TD-BFR: Truncated Diffusion Model for Efficient Blind Face Restoration","created":"2025-03-26","cited_by_count":4,"area":"diffusion"},{"id":"2507.19770","title":"MoFRR: Mixture of Diffusion Models for Face Retouching Restoration","created":"2025-07-26","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":"2501.14014","title":"INDIGO+: A Unified INN-Guided Probabilistic Diffusion Algorithm for Blind and Non-Blind Image Restoration","created":"2025-01-23","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":"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":"2508.08556","title":"Unlocking the Potential of Diffusion Priors in Blind Face Restoration","created":"2025-08-12","cited_by_count":2,"area":"diffusion"},{"id":"2312.04810","title":"RS-Corrector: Correcting the Racial Stereotypes in Latent Diffusion Models","created":"2023-12-08","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":"2501.13915","title":"Binary Diffusion Probabilistic Model","created":"2025-01-23","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":"2509.01641","title":"Non-Identical Diffusion Models in MIMO-OFDM Channel Generation","created":"2025-09-01","cited_by_count":1,"area":"diffusion"},{"id":"2410.17521","title":"Diffusion Priors for Variational Likelihood Estimation and Image Denoising","created":"2024-10-23","cited_by_count":0,"area":"diffusion"},{"id":"2412.03011","title":"Human Multi-View Synthesis from a Single-View Model:Transferred Body and Face Representations","created":"2024-12-04","cited_by_count":0,"area":"diffusion"},{"id":"2505.12935","title":"LatentINDIGO: An INN-Guided Latent Diffusion Algorithm for Image Restoration","created":"2025-05-19","cited_by_count":0,"area":"diffusion"},{"id":"2505.23462","title":"LAFR: Efficient Diffusion-based Blind Face Restoration via Latent Codebook Alignment Adapter","created":"2025-05-29","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":"2512.01572","title":"Reconstructing Multi-Scale Physical Fields from Extremely Sparse Measurements with an Autoencoder-Diffusion Cascade","created":"2025-12-01","cited_by_count":0,"area":"diffusion"},{"id":"2606.29198","title":"DTI: Dynamic Trajectory Initialization for Generative Face Video Super-Resolution","created":"2026-06-28","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}