{"total":30,"rows":[{"id":"2207.14626","title":"Restoring Vision in Adverse Weather Conditions with Patch-Based Denoising Diffusion Models","created":"2022-07-29","cited_by_count":215,"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":"2308.13712","title":"Residual Denoising Diffusion Models","created":"2023-08-25","cited_by_count":69,"area":"diffusion"},{"id":"2305.13819","title":"WaveDM: Wavelet-Based Diffusion Models for Image Restoration","created":"2023-05-23","cited_by_count":47,"area":"diffusion"},{"id":"2410.09400","title":"CtrLoRA: An Extensible and Efficient Framework for Controllable Image Generation","created":"2024-10-12","cited_by_count":21,"area":"diffusion"},{"id":"2311.14900","title":"Resfusion: Denoising Diffusion Probabilistic Models for Image Restoration Based on Prior Residual Noise","created":"2023-11-25","cited_by_count":19,"area":"diffusion"},{"id":"2407.03636","title":"Diff-Restorer: Unleashing Visual Prompts for Diffusion-based Universal Image Restoration","created":"2024-07-04","cited_by_count":15,"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":"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":"2505.00704","title":"Controllable Weather Synthesis and Removal with Video Diffusion Models","created":"2025-05-01","cited_by_count":11,"area":"diffusion"},{"id":"2505.24406","title":"IRBridge: Solving Image Restoration Bridge with Pre-trained Generative Diffusion Models","created":"2025-05-30","cited_by_count":11,"area":"diffusion"},{"id":"2502.07856","title":"MaRS: A Fast Sampler for Mean Reverting Diffusion based on ODE and SDE Solvers","created":"2025-02-11","cited_by_count":5,"area":"diffusion"},{"id":"2504.21487","title":"DGSolver: Diffusion Generalist Solver with Universal Posterior Sampling for Image Restoration","created":"2025-04-30","cited_by_count":5,"area":"diffusion"},{"id":"2606.01048","title":"Decoupled Residual Denoising Diffusion Models for Unified and Data Efficient Image-to-Image Translation","created":"2026-05-31","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":"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":"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":"2607.13927","title":"Cyclone: Diffusion Model for Cycle-Consistent Weather Editing from Unpaired Driving Data","created":"2026-07-15","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":"2409.19679","title":"SemiDDM-Weather: A Semi-supervised Learning Framework for All-in-one Adverse Weather Removal","created":"2024-09-29","cited_by_count":1,"area":"diffusion"},{"id":"2504.05135","title":"DA2Diff: Exploring Degradation-aware Adaptive Diffusion Priors for All-in-One Weather Restoration","created":"2025-04-07","cited_by_count":1,"area":"diffusion"},{"id":"2505.07866","title":"Computationally Efficient Diffusion Models in Medical Imaging: A Comprehensive Review","created":"2025-05-09","cited_by_count":1,"area":"diffusion"},{"id":"2604.10983","title":"Energy-oriented Diffusion Bridge for Image Restoration with Foundational Diffusion Models","created":"2026-04-13","cited_by_count":1,"area":"diffusion"},{"id":"2502.13574","title":"RestoreGrad: Signal Restoration Using Conditional Denoising Diffusion Models with Jointly Learned Prior","created":"2025-02-19","cited_by_count":0,"area":"diffusion"},{"id":"2504.12605","title":"AdaQual-Diff: Diffusion-Based Image Restoration via Adaptive Quality Prompting","created":"2025-04-17","cited_by_count":0,"area":"diffusion"},{"id":"2505.08190","title":"Unsupervised Raindrop Removal from a Single Image using Conditional Diffusion Models","created":"2025-05-13","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":"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"}],"next_cursor":null}