{"total":22,"rows":[{"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":"2304.08291","title":"Refusion: Enabling Large-Size Realistic Image Restoration with Latent-Space Diffusion Models","created":"2023-04-17","cited_by_count":86,"area":"diffusion"},{"id":"2302.05290","title":"Removing Structured Noise with Diffusion Models","created":"2023-01-20","cited_by_count":14,"area":"diffusion"},{"id":"2411.07445","title":"All-in-one Weather-degraded Image Restoration via Adaptive Degradation-aware Self-prompting Model","created":"2024-11-12","cited_by_count":13,"area":"diffusion"},{"id":"2406.18516","title":"Denoising as Adaptation: Noise-Space Domain Adaptation for Image Restoration","created":"2024-06-26","cited_by_count":9,"area":"diffusion"},{"id":"2509.20091","title":"Unleashing the Potential of the Semantic Latent Space in Diffusion Models for Image Dehazing","created":"2025-09-24","cited_by_count":8,"area":"diffusion"},{"id":"2406.13652","title":"Stability and Generalizability in SDE Diffusion Models with Measure-Preserving Dynamics","created":"2024-06-19","cited_by_count":5,"area":"diffusion"},{"id":"2407.13181","title":"Training-Free Large Model Priors for Multiple-in-One Image Restoration","created":"2024-07-18","cited_by_count":5,"area":"diffusion"},{"id":"2601.20306","title":"TPGDiff: Hierarchical Triple-Prior Guided Diffusion for Image Restoration","created":"2026-01-28","cited_by_count":4,"area":"diffusion"},{"id":"2409.18932","title":"ReviveDiff: A Universal Diffusion Model for Restoring Images in Adverse Weather Conditions","created":"2024-09-27","cited_by_count":3,"area":"diffusion"},{"id":"2506.21722","title":"Elucidating and Endowing the Diffusion Training Paradigm for General Image Restoration","created":"2025-06-26","cited_by_count":3,"area":"diffusion"},{"id":"2512.08922","title":"Unified Diffusion Transformer for High-fidelity Text-Aware Image Restoration","created":"2025-12-09","cited_by_count":3,"area":"diffusion"},{"id":"2308.08730","title":"Learning A Coarse-to-Fine Diffusion Transformer for Image Restoration","created":"2023-08-17","cited_by_count":2,"area":"diffusion"},{"id":"2406.19030","title":"DiffLoss: unleashing diffusion model as constraint for training image restoration network","created":"2024-06-27","cited_by_count":2,"area":"diffusion"},{"id":"2409.03455","title":"Data-free Distillation with Degradation-prompt Diffusion for Multi-weather Image Restoration","created":"2024-09-05","cited_by_count":2,"area":"diffusion"},{"id":"2404.07770","title":"Joint Conditional Diffusion Model for Image Restoration with Mixed Degradations","created":"2024-04-11","cited_by_count":1,"area":"diffusion"},{"id":"2407.09768","title":"Prototype Clustered Diffusion Models for Versatile Inverse Problems","created":"2024-07-13","cited_by_count":0,"area":"diffusion"},{"id":"2506.02633","title":"ControlMambaIR: Conditional Controls with State-Space Model for Image Restoration","created":"2025-06-03","cited_by_count":0,"area":"diffusion"},{"id":"2604.19680","title":"IR-Flow: Bridging Discriminative and Generative Image Restoration via Rectified Flow","created":"2026-04-21","cited_by_count":0,"area":"diffusion"},{"id":"2605.14337","title":"IG-Diff: Complex Night Scene Restoration with Illumination-Guided Diffusion Model","created":"2026-05-14","cited_by_count":0,"area":"diffusion"},{"id":"2605.21381","title":"Disentangling Generation and Regression in Stochastic Interpolants for Controllable Image Restoration","created":"2026-05-20","cited_by_count":0,"area":"diffusion"},{"id":"2609.01123","title":"P-PatchDiff: Progressive Patch Diffusion Models for Low-light Image Enhancement","created":"2026-09-01","cited_by_count":0,"area":"diffusion"}],"next_cursor":null}