{"total":37,"rows":[{"id":"2406.11138","title":"Diffusion Models in Low-Level Vision: A Survey","created":"2024-06-17","cited_by_count":74,"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":"2411.16171","title":"Image Generation Diversity Issues and How to Tame Them","created":"2024-11-25","cited_by_count":22,"area":"diffusion"},{"id":"2505.08281","title":"Ultra Lowrate Image Compression with Semantic Residual Coding and Compression-aware Diffusion","created":"2025-05-13","cited_by_count":20,"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":"2503.23717","title":"Effective Cloud Removal for Remote Sensing Images by an Improved Mean-Reverting Denoising Model with Elucidated Design Space","created":"2025-03-31","cited_by_count":12,"area":"diffusion"},{"id":"2404.10312","title":"OmniSSR: Zero-shot Omnidirectional Image Super-Resolution using Stable Diffusion Model","created":"2024-04-16","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":"2502.19754","title":"Finding Local Diffusion Schr\\\"odinger Bridge using Kolmogorov-Arnold Network","created":"2025-02-27","cited_by_count":8,"area":"diffusion"},{"id":"2503.03265","title":"Optimizing for the Shortest Path in Denoising Diffusion Model","created":"2025-03-05","cited_by_count":6,"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":"2512.03979","title":"BlurDM: A Blur Diffusion Model for Image Deblurring","created":"2025-12-03","cited_by_count":5,"area":"diffusion"},{"id":"2503.08073","title":"Seeing Beyond Haze: Generative Nighttime Image Dehazing","created":"2025-03-11","cited_by_count":4,"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":"2505.23186","title":"HiGarment: Cross-modal Harmony Based Diffusion Model for Flat Sketch to Realistic Garment Image","created":"2025-05-29","cited_by_count":3,"area":"diffusion"},{"id":"2505.16733","title":"Efficient Image Restoration with State-Dependent Forward Diffusion","created":"2025-05-22","cited_by_count":2,"area":"diffusion"},{"id":"2508.17299","title":"FoundDiff: Foundational Diffusion Model for Generalizable Low-Dose CT Denoising","created":"2025-08-24","cited_by_count":2,"area":"diffusion"},{"id":"2601.21284","title":"PILD: Physics-Informed Learning via Diffusion","created":"2026-01-29","cited_by_count":2,"area":"diffusion"},{"id":"2511.09965","title":"Equivariant Sampling for Improving Diffusion Model-based Image Restoration","created":"2025-11-13","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":"2507.18534","title":"Elucidating the Design Space of Arbitrary-Noise-Based Diffusion Models","created":"2025-07-24","cited_by_count":0,"area":"diffusion"},{"id":"2507.23065","title":"Diffusion model for gradient preconditioning in hyperspectral imaging inverse problems","created":"2025-07-30","cited_by_count":0,"area":"diffusion"},{"id":"2511.16904","title":"Warm Diffusion: Recipe for Blur-Noise Mixture Diffusion Models","created":"2025-11-21","cited_by_count":0,"area":"diffusion"},{"id":"2512.01533","title":"Diffusion Fuzzy System: Fuzzy Rule Guided Latent Multi-Path Diffusion Modeling","created":"2025-12-01","cited_by_count":0,"area":"diffusion"},{"id":"2601.03633","title":"MFC-RFNet: A Multi-scale Guided Rectified Flow Network for Radar Sequence Prediction","created":"2026-01-07","cited_by_count":0,"area":"diffusion"},{"id":"2603.20700","title":"mmWave-Diffusion:A Novel Framework for Respiration Sensing Using Observation-Anchored Conditional Diffusion Model","created":"2026-03-21","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":"2605.02198","title":"SlimDiffSR: Toward Lightweight and Efficient Remote Sensing Image Super-Resolution via Diffusion Model Distillation","created":"2026-05-04","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":"2605.25210","title":"Multi-Objective Learning for Diffusion Models: A Statistical Theory under Semi-Supervised Learning","created":"2026-05-24","cited_by_count":0,"area":"diffusion"},{"id":"2607.19986","title":"STEREOFLOW: Progressive Stereo Matching with StereoDiT and Transition Flow Matching","created":"2026-07-22","cited_by_count":0,"area":"diffusion"},{"id":"2608.04394","title":"Free-Lunch Augmentation by Revisiting Diffusion-Based Data Generation for Cross-Domain Few-Shot Object Detection","created":"2026-08-05","cited_by_count":0,"area":"diffusion"},{"id":"2608.29997","title":"Discrete Diffusion Bridges for Spatiotemporally Aligned Image Translation and Generation","created":"2026-08-30","cited_by_count":0,"area":"diffusion"},{"id":"2609.11648","title":"RDDMPI: Residual Denoising Diffusion Model for Probabilistic Multivariate Time Series Imputation","created":"2026-09-10","cited_by_count":0,"area":"diffusion"},{"id":"2609.17227","title":"FROD: Feature Matching Residual Denoising Oracle Bone Decipher","created":"2026-09-15","cited_by_count":0,"area":"diffusion"},{"id":"2609.33020","title":"Residual Diffusion Implicit Models","created":"2026-09-26","cited_by_count":0,"area":"diffusion"},{"id":"2610.15414","title":"OmniRSI: Taming Latent Diffusion for Unified Multimodal Remote Sensing Image Generation","created":"2026-10-11","cited_by_count":0,"area":"diffusion"}],"next_cursor":null}