{"total":130,"rows":[{"id":"2305.07015","title":"Exploiting Diffusion Prior for Real-World Image Super-Resolution","created":"2023-05-11","cited_by_count":489,"area":"diffusion"},{"id":"2307.12348","title":"ResShift: Efficient Diffusion Model for Image Super-resolution by Residual Shifting","created":"2023-07-23","cited_by_count":365,"area":"diffusion"},{"id":"2311.16518","title":"SeeSR: Towards Semantics-Aware Real-World Image Super-Resolution","created":"2023-11-27","cited_by_count":315,"area":"diffusion"},{"id":"2308.15070","title":"DiffBIR: Towards Blind Image Restoration with Generative Diffusion Prior","created":"2023-08-29","cited_by_count":257,"area":"diffusion"},{"id":"2303.09472","title":"DiffIR: Efficient Diffusion Model for Image Restoration","created":"2023-03-16","cited_by_count":255,"area":"diffusion"},{"id":"2308.14469","title":"Pixel-Aware Stable Diffusion for Realistic Image Super-resolution and Personalized Stylization","created":"2023-08-28","cited_by_count":254,"area":"diffusion"},{"id":"2406.08177","title":"One-Step Effective Diffusion Network for Real-World Image Super-Resolution","created":"2024-06-12","cited_by_count":246,"area":"diffusion"},{"id":"2311.14760","title":"SinSR: Diffusion-Based Image Super-Resolution in a Single Step","created":"2023-11-23","cited_by_count":238,"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":"2412.03017","title":"Pixel-level and Semantic-level Adjustable Super-resolution: A Dual-LoRA Approach","created":"2024-12-04","cited_by_count":97,"area":"diffusion"},{"id":"2411.18263","title":"TSD-SR: One-Step Diffusion with Target Score Distillation for Real-World Image Super-Resolution","created":"2024-11-27","cited_by_count":87,"area":"diffusion"},{"id":"2412.09013","title":"Arbitrary-steps Image Super-resolution via Diffusion Inversion","created":"2024-12-12","cited_by_count":86,"area":"diffusion"},{"id":"2409.17058","title":"Degradation-Guided One-Step Image Super-Resolution with Diffusion Priors","created":"2024-09-25","cited_by_count":69,"area":"diffusion"},{"id":"2404.01717","title":"AddSR: Accelerating Diffusion-based Blind Super-Resolution with Adversarial Diffusion Distillation","created":"2024-04-02","cited_by_count":66,"area":"diffusion"},{"id":"2410.18666","title":"DreamClear: High-Capacity Real-World Image Restoration with Privacy-Safe Dataset Curation","created":"2024-10-24","cited_by_count":65,"area":"diffusion"},{"id":"2403.07319","title":"Efficient Diffusion Model for Image Restoration by Residual Shifting","created":"2024-03-12","cited_by_count":64,"area":"diffusion"},{"id":"2503.23580","title":"DiT4SR: Taming Diffusion Transformer for Real-World Image Super-Resolution","created":"2025-03-30","cited_by_count":53,"area":"diffusion"},{"id":"2302.07864","title":"Denoising Diffusion Probabilistic Models for Robust Image Super-Resolution in the Wild","created":"2023-02-15","cited_by_count":46,"area":"diffusion"},{"id":"2312.07360","title":"Boosting Latent Diffusion with Flow Matching","created":"2023-12-12","cited_by_count":44,"area":"diffusion"},{"id":"2403.05049","title":"XPSR: Cross-modal Priors for Diffusion-based Image Super-Resolution","created":"2024-03-08","cited_by_count":41,"area":"diffusion"},{"id":"2502.01993","title":"One Diffusion Step to Real-World Super-Resolution via Flow Trajectory Distillation","created":"2025-02-04","cited_by_count":41,"area":"diffusion"},{"id":"2507.20590","title":"Harnessing Diffusion-Yielded Score Priors for Image Restoration","created":"2025-07-28","cited_by_count":36,"area":"diffusion"},{"id":"2505.16239","title":"DOVE: Efficient One-Step Diffusion Model for Real-World Video Super-Resolution","created":"2025-05-22","cited_by_count":31,"area":"diffusion"},{"id":"2503.18512","title":"Uncertainty-guided Perturbation for Image Super-Resolution Diffusion Model","created":"2025-03-24","cited_by_count":29,"area":"diffusion"},{"id":"2312.08886","title":"Diffusion-based Blind Text Image Super-Resolution","created":"2023-12-13","cited_by_count":25,"area":"diffusion"},{"id":"2308.13767","title":"DiffI2I: Efficient Diffusion Model for Image-to-Image Translation","created":"2023-08-26","cited_by_count":24,"area":"diffusion"},{"id":"2503.11073","title":"Perceive, Understand and Restore: Real-World Image Super-Resolution with Autoregressive Multimodal Generative Models","created":"2025-03-14","cited_by_count":24,"area":"diffusion"},{"id":"2409.19589","title":"Effective Diffusion Transformer Architecture for Image Super-Resolution","created":"2024-09-29","cited_by_count":21,"area":"diffusion"},{"id":"2507.20291","title":"Fine-structure Preserved Real-world Image Super-resolution via Transfer VAE Training","created":"2025-07-27","cited_by_count":21,"area":"diffusion"},{"id":"2312.03511","title":"Kandinsky 3.0 Technical Report","created":"2023-12-06","cited_by_count":19,"area":"diffusion"},{"id":"2410.04224","title":"Unleashing the Power of One-Step Diffusion based Image Super-Resolution via a Large-Scale Diffusion Discriminator","created":"2024-10-05","cited_by_count":19,"area":"diffusion"},{"id":"2307.00781","title":"ACDMSR: Accelerated Conditional Diffusion Models for Single Image Super-Resolution","created":"2023-07-03","cited_by_count":18,"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":"2504.17825","title":"Dual Prompting Image Restoration with Diffusion Transformers","created":"2025-04-24","cited_by_count":15,"area":"diffusion"},{"id":"2508.08227","title":"OMGSR: You Only Need One Mid-timestep Guidance for Real-World Image Super-Resolution","created":"2025-08-11","cited_by_count":15,"area":"diffusion"},{"id":"2310.12004","title":"Image Super-resolution Via Latent Diffusion: A Sampling-space Mixture Of Experts And Frequency-augmented Decoder Approach","created":"2023-10-18","cited_by_count":13,"area":"diffusion"},{"id":"2409.17778","title":"Taming Diffusion Prior for Image Super-Resolution with Domain Shift SDEs","created":"2024-09-26","cited_by_count":13,"area":"diffusion"},{"id":"2504.15176","title":"DSPO: Direct Semantic Preference Optimization for Real-World Image Super-Resolution","created":"2025-04-21","cited_by_count":13,"area":"diffusion"},{"id":"2303.06994","title":"Synthesizing Realistic Image Restoration Training Pairs: A Diffusion Approach","created":"2023-03-13","cited_by_count":11,"area":"diffusion"},{"id":"2406.16477","title":"DaLPSR: Leverage Degradation-Aligned Language Prompt for Real-World Image Super-Resolution","created":"2024-06-24","cited_by_count":9,"area":"diffusion"},{"id":"2410.17752","title":"AdaDiffSR: Adaptive Region-aware Dynamic Acceleration Diffusion Model for Real-World Image Super-Resolution","created":"2024-10-23","cited_by_count":8,"area":"diffusion"},{"id":"2411.18662","title":"HoliSDiP: Image Super-Resolution via Holistic Semantics and Diffusion Prior","created":"2024-11-27","cited_by_count":8,"area":"diffusion"},{"id":"2511.17138","title":"One-Step Diffusion Transformer for Controllable Real-World Image Super-Resolution","created":"2025-11-21","cited_by_count":8,"area":"diffusion"},{"id":"2305.15357","title":"Solving Diffusion ODEs with Optimal Boundary Conditions for Better Image Super-Resolution","created":"2023-05-24","cited_by_count":7,"area":"diffusion"},{"id":"2403.11451","title":"CasSR: Activating Image Power for Real-World Image Super-Resolution","created":"2024-03-18","cited_by_count":7,"area":"diffusion"},{"id":"2508.17434","title":"TinySR: Pruning Diffusion for Real-World Image Super-Resolution","created":"2025-08-24","cited_by_count":7,"area":"diffusion"},{"id":"2605.12377","title":"Fast Image Super-Resolution via Consistency Rectified Flow","created":"2026-05-12","cited_by_count":7,"area":"diffusion"},{"id":"2506.09993","title":"Text-Aware Image Restoration with Diffusion Models","created":"2025-06-11","cited_by_count":6,"area":"diffusion"},{"id":"2403.10211","title":"BlindDiff: Empowering Degradation Modelling in Diffusion Models for Blind Image Super-Resolution","created":"2024-03-15","cited_by_count":5,"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":"2412.03268","title":"RFSR: Improving ISR Diffusion Models via Reward Feedback Learning","created":"2024-12-04","cited_by_count":5,"area":"diffusion"},{"id":"2502.00333","title":"BiMaCoSR: Binary One-Step Diffusion Model Leveraging Flexible Matrix Compression for Real Super-Resolution","created":"2025-02-01","cited_by_count":5,"area":"diffusion"},{"id":"2503.06790","title":"GenDR: Lighten Generative Detail Restoration","created":"2025-03-09","cited_by_count":5,"area":"diffusion"},{"id":"2504.08591","title":"ZipIR: Latent Pyramid Diffusion Transformer for High-Resolution Image Restoration","created":"2025-04-11","cited_by_count":5,"area":"diffusion"},{"id":"2507.05604","title":"Kernel Density Steering: Inference-Time Scaling via Mode Seeking for Image Restoration","created":"2025-07-08","cited_by_count":5,"area":"diffusion"},{"id":"2604.03225","title":"VOSR: A Vision-Only Generative Model for Image Super-Resolution","created":"2026-04-03","cited_by_count":5,"area":"diffusion"},{"id":"2412.07149","title":"RAP-SR: RestorAtion Prior Enhancement in Diffusion Models for Realistic Image Super-Resolution","created":"2024-12-10","cited_by_count":4,"area":"diffusion"},{"id":"2503.07232","title":"Boosting Diffusion-Based Text Image Super-Resolution Model Towards Generalized Real-World Scenarios","created":"2025-03-10","cited_by_count":4,"area":"diffusion"},{"id":"2601.17340","title":"TEXTS-Diff: TEXTS-Aware Diffusion Model for Real-World Text Image Super-Resolution","created":"2026-01-24","cited_by_count":4,"area":"diffusion"},{"id":"2405.10014","title":"Frequency-Domain Refinement with Multiscale Diffusion for Super Resolution","created":"2024-05-16","cited_by_count":3,"area":"diffusion"},{"id":"2410.14279","title":"ControlSR: Taming Diffusion Models for Consistent Real-World Image Super Resolution","created":"2024-10-18","cited_by_count":3,"area":"diffusion"},{"id":"2503.13358","title":"One-Step Residual Shifting Diffusion for Image Super-Resolution via Distillation","created":"2025-03-17","cited_by_count":3,"area":"diffusion"},{"id":"2505.00687","title":"GuideSR: Rethinking Guidance for One-Step High-Fidelity Diffusion-Based Super-Resolution","created":"2025-05-01","cited_by_count":3,"area":"diffusion"},{"id":"2505.07071","title":"Semantic-Guided Diffusion Model for Single-Step Image Super-Resolution","created":"2025-05-11","cited_by_count":3,"area":"diffusion"},{"id":"2506.06018","title":"Optimization-Free Universal Watermark Forgery with Regenerative Diffusion Models","created":"2025-06-06","cited_by_count":3,"area":"diffusion"},{"id":"2512.06353","title":"TreeQ: Pushing the Quantization Boundary of Diffusion Transformer via Tree-Structured Mixed-Precision Search","created":"2025-12-06","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":"2405.17158","title":"PatchScaler: An Efficient Patch-Independent Diffusion Model for Image Super-Resolution","created":"2024-05-27","cited_by_count":2,"area":"diffusion"},{"id":"2503.12015","title":"QDM: Quadtree-Based Region-Adaptive Sparse Diffusion Models for Efficient Image Super-Resolution","created":"2025-03-15","cited_by_count":2,"area":"diffusion"},{"id":"2505.00334","title":"Quaternion Wavelet-Conditioned Diffusion Models for Image Super-Resolution","created":"2025-05-01","cited_by_count":2,"area":"diffusion"},{"id":"2508.19154","title":"RDDM: Practicing RAW Domain Diffusion Model for Real-world Image Restoration","created":"2025-08-26","cited_by_count":2,"area":"diffusion"},{"id":"2509.06904","title":"BIR-Adapter: A parameter-efficient diffusion adapter for blind image restoration","created":"2025-09-08","cited_by_count":2,"area":"diffusion"},{"id":"2510.18851","title":"DP$^2$O-SR: Direct Perceptual Preference Optimization for Real-World Image Super-Resolution","created":"2025-10-21","cited_by_count":2,"area":"diffusion"},{"id":"2511.22048","title":"ICM-SR: Image-Conditioned Manifold Regularization for Image Super-Resolution","created":"2025-11-27","cited_by_count":2,"area":"diffusion"},{"id":"2512.01390","title":"FRAMER: Frequency-Aligned Self-Distillation with Adaptive Modulation Leveraging Diffusion Priors for Real-World Image Super-Resolution","created":"2025-12-01","cited_by_count":2,"area":"diffusion"},{"id":"2601.09823","title":"NanoSD: Edge Efficient Foundation Model for Real Time Image Restoration","created":"2026-01-14","cited_by_count":2,"area":"diffusion"},{"id":"2601.16660","title":"Fast, faithful and photorealistic diffusion-based image super-resolution with enhanced Flow Map models","created":"2026-01-23","cited_by_count":2,"area":"diffusion"},{"id":"2602.04193","title":"Continuous Degradation Modeling via Latent Flow Matching for Real-World Super-Resolution","created":"2026-02-04","cited_by_count":2,"area":"diffusion"},{"id":"2602.10630","title":"Eliminating VAE for Fast and High-Resolution Generative Detail Restoration","created":"2026-02-11","cited_by_count":2,"area":"diffusion"},{"id":"2603.06275","title":"Spectral and Trajectory Regularization for Diffusion Transformer Super-Resolution","created":"2026-03-06","cited_by_count":2,"area":"diffusion"},{"id":"2608.16793","title":"PixRestore: Unified Image Restoration via Pixel Diffusion Transformer","created":"2026-08-17","cited_by_count":2,"area":"diffusion"},{"id":"2404.00661","title":"DeeDSR: Towards Real-World Image Super-Resolution via Degradation-Aware Stable Diffusion","created":"2024-03-31","cited_by_count":1,"area":"diffusion"},{"id":"2503.24357","title":"InstructRestore: Region-Customized Image Restoration with Human Instructions","created":"2025-03-31","cited_by_count":1,"area":"diffusion"},{"id":"2511.01175","title":"Diffusion Transformer meets Multi-level Wavelet Spectrum for Single Image Super-Resolution","created":"2025-11-03","cited_by_count":1,"area":"diffusion"},{"id":"2512.04699","title":"OmniScaleSR: Unleashing Scale-Controlled Diffusion Prior for Faithful and Realistic Arbitrary-Scale Image Super-Resolution","created":"2025-12-04","cited_by_count":1,"area":"diffusion"},{"id":"2601.20308","title":"Taming Real-World Space-Time Video Super-Resolution with One-Step Diffusion","created":"2026-01-28","cited_by_count":1,"area":"diffusion"},{"id":"2602.07069","title":"Bird-SR: Bidirectional Reward-Guided Diffusion for Real-World Image Super-Resolution","created":"2026-02-05","cited_by_count":1,"area":"diffusion"},{"id":"2603.07430","title":"Disentangled Textual Priors for Diffusion-based Image Super-Resolution","created":"2026-03-08","cited_by_count":1,"area":"diffusion"},{"id":"2603.22027","title":"Tuning Real-World Image Restoration at Inference: A Test-Time Scaling Paradigm for Flow Matching Models","created":"2026-03-23","cited_by_count":1,"area":"diffusion"},{"id":"2604.24136","title":"Bridging Restoration and Generation in One-step Diffusion for Real-World Image Super-Resolution","created":"2026-04-27","cited_by_count":1,"area":"diffusion"},{"id":"2605.09328","title":"Noise-Started One-Step Real-World Super-Resolution via LR-Conditioned SplitMeanFlow and GAN Refinement","created":"2026-05-10","cited_by_count":1,"area":"diffusion"},{"id":"2605.15682","title":"DreamSR: Towards Ultra-High-Resolution Image Super-Resolution via a Receptive-Field Enhanced Diffusion Transformer","created":"2026-05-15","cited_by_count":1,"area":"diffusion"},{"id":"2606.16188","title":"TEASR: Training-Efficient Any-Step Diffusion Transformer for Real-World Image Super-Resolution","created":"2026-06-15","cited_by_count":1,"area":"diffusion"},{"id":"2607.12753","title":"RFMSR: Residual Flow Matching for Image Super-Resolution","created":"2026-07-14","cited_by_count":1,"area":"diffusion"},{"id":"2609.15120","title":"DNF-SR: Dual-Input and Negative-Aware Feature Fine-Tuning for Real-World Image Super-Resolution","created":"2026-09-14","cited_by_count":1,"area":"diffusion"},{"id":"2409.16488","title":"Diffusion Models to Enhance the Resolution of Microscopy Images: A Tutorial","created":"2024-09-24","cited_by_count":0,"area":"diffusion"},{"id":"2410.12961","title":"Super-resolving Real-world Image Illumination Enhancement: A New Dataset and A Conditional Diffusion Model","created":"2024-10-16","cited_by_count":0,"area":"diffusion"},{"id":"2410.13807","title":"Improving Consistency in Diffusion Models for Image Super-Resolution","created":"2024-10-17","cited_by_count":0,"area":"diffusion"},{"id":"2504.13622","title":"SupResDiffGAN a new approach for the Super-Resolution task","created":"2025-04-18","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"}],"next_cursor":"100"}