Real-World Image Super-Resolution

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5 papers in the last four weeks, up 67% on the four weeks before. 0.0% of all new papers.

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  1. ReCaVSR: One-Step Streaming Diffusion Video Super-Resolution with Recycled Latents and Learned Cache Routing

    Sep 29, 2026Xijun Wang, Xin Li, Suhang Yao +3Real-World Image Super-ResolutionVideo Latents

    University of Science and Technology of China

  2. Fill2SR: Repurposing Inpainting Diffusion Transformers for Real-World Super-Resolution

    Sep 27, 2026Xingfu Yi, Xiaoxue YuReal-World Image Super-ResolutionInpainting

    Independent Researcher, Hangzhou, China · Zhejiang University, Hangzhou, China

  3. TOLA: Text-aware One-Step Latent Adaptation for Diffusion-based Text Image Super-Resolution

    Sep 24, 2026Yike Xu, Yue Shi, Yong Guo +1Real-World Image Super-ResolutionText-To-Image Diffusion Models

    Shanghai Jiao Tong University · University of Chinese Academy of Sciences · Shanghai AI Laboratory

  4. P2Flow: Phoneme-aware Progressive Flow Matching for Extreme Speech Super-Resolution

    Sep 21, 2026Ningyuan Yang, Yize Li, Pu Zhao +5Speech EnhancementReal-World Image Super-Resolution

    Stony Brook University, NY, US · Northeastern University, MA, US · UIUC, IL, US +1

  5. DNF-SR: Dual-Input and Negative-Aware Feature Fine-Tuning for Real-World Image Super-Resolution

    Sep 14, 2026Shuhao Han, Wenjie Liao, Hayden Vance +4Real-World Image Super-ResolutionLow-Resolution

    VCIP, CS, Nankai University · Independent Researcher

  6. PixelIR: Fidelity-Perception Decoupling via Pixel-Space Image-Residual Flow Matching for Efficient One-Step Real-World Super-Resolution

    Aug 31, 2026Bingtian Qiao, Yue Shi, Yong Guo +2Real-World Image Super-ResolutionImage Restoration

    Shanghai Jiao Tong University · Fuzhou University · Shanghai AI Laboratory

  7. MeanSR: Restoration Trajectory Learning for One-Step Perceptual Super-Resolution

    Aug 10, 2026Axi Niu, Jiawei Kou, Kang Zhang +3Real-World Image Super-ResolutionGenerative Super-Resolution

    School of Computer Science Northwestern Polytechnical University Xi’an, Shaanxi, China

  8. Preserve More Details: Mitigating Content Drift in Real-World Image Super-Resolution

    Aug 10, 2026Chunxiao Liu, Wei Liu, Anbin Xiong +1Real-World Image Super-ResolutionPreservation

    Xiaomi Corporation Beijing, China

  9. Anatomically Consistent Cross-Contrast Super-Resolution of Anisotropic Brain T2w MRI

    Aug 9, 2026Mengqi Shen, Haicheng Wang, Meghna Trivedi +4Magnetic Resonance ImagingFunctional Magnetic Resonance Imaging

    Data Science Institute, Columbia University, New York, NY, USA · Department of Mechanical and Materials Engineering, University of Cincinnati, Cincinnati, OH, USA · Herbert Irving Comprehensive Cancer Center, Columbia University, New York, NY, USA +2

  10. Coupled Continuous-Discrete Generation for Scene Text Image Super-Resolution

    Aug 5, 2026Axi Niu, Knag Zhang, Qingsen Yan +3Real-World Image Super-ResolutionDetection Transformer

    Northwestern Polytechnical University, Xi’an, China · Korea Advanced Institute of Science and Technology (KAIST), Daejeon, Republic of Korea

  11. PixelSR: Efficient Screen Content Super-Resolution via Pixel Classification

    Aug 1, 2026Zhiheng Li, Lei Chen, Jie Zhou +1Real-World Image Super-ResolutionHigh-Resolution

    Department of Automation, Tsinghua University, Beijing, 100084, China.

  12. Rarity-Aware Discrete Diffusion with Spatially Consistent Decoding for Photo-Realistic Image Super-Resolution

    Jul 20, 2026Ao Li, Yapeng Du, Yi Xin +5Real-World Image Super-ResolutionMultimodal Diffusion Models

    University of Electronic Science and Technology of China · 2Nanjing University · 3The Hong Kong University of Science and Technology (Guangzhou) +2

  13. Efficient Difficulty-Aware Dynamic Routing for Diffusion-Based Real-World Image Super-Resolution

    Jul 17, 2026Xue Wu, Kang Zhao, Kafeng Wang +4Real-World Image Super-ResolutionResidual Conditional Diffusion Model

    Xidian University, Xi’an 710071, Shaanxi, China. · Tsinghua University, Beijing, China.

  14. CUST: Clustered Unit-level Similarity Transformer for Lightweight Image Super-Resolution

    Jul 13, 2026Jeongsoo KimReal-World Image Super-ResolutionSelf-Supervised Vision Transformers

    Independent Researcher

  15. NanoVSR: Towards Real-Time Video Super-Resolution on Edge Devices

    Jul 11, 2026Filip Pawlicki, Marcel Kańduła, Marcin Pucek +1Real-World Image Super-ResolutionUpsampling

    Gdańsk University of Technology, Faculty of Electronics, Telecommunications and Informatics, Department of Computer Architecture, Gdańsk, Poland · Gdańsk University of Technology, Faculty of Electronics, Telecommunications and Informatics, Department of Software Engineering, Gdańsk, Poland

  16. Simon-SR: Spatially Adaptive Modulation and Visual Prompt Adaptation for Text-Reinforced Super-Resolution

    Jul 10, 2026Haotong Cheng, Yuxuan Li, Zijie CuiReal-World Image Super-ResolutionGenerative Super-Resolution

    College of Electronic Science and Engineering, Jilin University, Changchun China

  17. Language-Assisted Super-Resolution from Real-World Low-Resolution Patches

    Jun 30, 2026Joonkyu Park, Kyoung Mu LeeReal-World Image Super-ResolutionGenerative Super-Resolution

    Dept. of ECE&ASRI, 2IPAI, Seoul National University

  18. D2^{2}R2^{2}OSR: Degradation-Disentangled Representation for Real-World Omnidirectional Image Super-Resolution

    Jun 28, 2026Hongyu An, Xinfeng Zhang, Xu Fan +3Real-World Image Super-ResolutionLow-Resolution

    School of Computer Science and Technology, University of Chinese Academy of Sciences, Beijing, China · ByteDance Inc., Shenzhen, China · School of Computer Science, Peking University, Beijing, China

  19. FreqOrtho-SR: Frequency-Guided Orthogonal Expert Learning for Real-World Image Super-Resolution

    Jun 27, 2026Minh Son Hoang, Dinh Phu Tran, Quyen Nguyen Duc +2Real-World Image Super-ResolutionFrequency Domain

    School of Computing, KAIST, Republic of Korea

  20. Fidelity- and Perception-Aware Local Implicit Attention for Arbitrary-Scale Image Super-Resolution

    Jun 20, 2026Yu-Syuan Xu, Hao-Lun Sun, Hao-Wei Chen +2Real-World Image Super-ResolutionHigh-Resolution

    1National Taiwan University · 2MediaTek Inc.

  21. Linear Recurrent Unit with Semantic Modulation for Image Super-Resolution

    Jun 18, 2026Mingyu Choi, Woo Kyoung Han, Sunghoon Im +1Real-World Image Super-ResolutionImage Restoration

    Korea University · DGIST

  22. teasr: training-efficient any-step diffusion transformer for real-world image super-resolution

    Jun 15, 2026Xiang Gao, Chenxin Zhu, Yushun Fang +2Real-World Image Super-ResolutionDiffusion Transformers

    Shanghai Jiao Tong University, China

  23. Bridging data-driven priors via the score function for posterior sampling -- Comparative review and experimental study

    Jun 11, 2026Elhadji Cisse Faye, Mame Diarra Fall, Sylvain Delchini +1Posterior SamplingBayesian Inverse Problems

    IDP, Univ Orléans Orléans, France · LITIS, Univ Rouen Normandie Rouen, France · Bureau de Recherches Géologiques et Minières Orléans, France +1

  24. FoA-SR: Faithful or Aesthetic? Profile-Aware Preference Optimization for Real-World Image Super-Resolution

    Jun 9, 2026Amjad Mahdi Alqarni, Peizhong JuReal-World Image Super-ResolutionRestoration

    Department of Computer Science University of Kentucky Lexington, KY, USA

  25. TUDSR: Twice Upsampling-Diffusion for Higher Super-Resolution

    Jun 8, 2026Zhiqiang Wu, Yitong Dong, Xian WeiReal-World Image Super-ResolutionUpsampling

    1East China Normal University · 2Zhejiang University

  26. NGram-MoSE: Efficient Remote Sensing Super-Resolution via N-Gram Context and Mixture-of-Experts

    Jun 7, 2026Yun-Hsuan Huang, Trong-An Bui, Chih-Hung ChuangHyperspectral Image Super-ResolutionRemote Sensing

    Institute of Aerospace and Systems Engineering, National Taipei University of Technology, Taipei City, Taiwan.

  27. MaCo-GAN: Manifold-Contrastive Adversarial Learning for Single Image Super-Resolution

    Jun 3, 2026Daeyoung Han, Seongmin Hwang, Moongu JeonReal-World Image Super-ResolutionGenerative Adversarial Network

    Department of Electrical Engineering and Computer Science, Gwangju Institute of Science and Technology, Gwangju, Republic of Korea · Department of AI Convergence, Gwangju Institute of Science and Technology, Gwangju, Republic of Korea

  28. HiTokSR: A Coarse-to-Fine Tokenizer with Hierarchical Codebooks for High-Fidelity Real-World Image Super-Resolution

    May 31, 2026Mingxi LiReal-World Image Super-ResolutionVisual Tokenizers

  29. VICR: Visual In-Context Restoration for Real-World Image Super-Resolution

    May 30, 2026Qichang Zhang, Hailong Wang, Baiang Li +4Real-World Image Super-ResolutionImage Restoration

    Faculty of Science and Technology, University of Macau · 2Nullmax · 3Hefei University of Technology +1

  30. Efficient One-Step Diffusion Restoration Model with Compact Token Compression and Linear Attention

    May 22, 2026Bingtian Qiao, Yue Shi, Yingjie Zhou +3Real-World Image Super-ResolutionImage Restoration

    Shanghai Jiao Tong University · Fuzhou University · Shanghai AI Laboratory

  31. MSIQ: Moment-based Scale-Invariant Quality Measure for Single Image Super-Resolution

    May 17, 2026Leonid BedratyukImage Quality AssessmentReal-World Image Super-Resolution

  32. EchoSR: Efficient Context Harnessing for Lightweight Image Super-Resolution

    May 17, 2026Hanli Zhao, Binhao Wang, Shihao Zhao +3Real-World Image Super-ResolutionMultiscale

    College of Computer Science and Artificial Intelligence, Wenzhou University, Wenzhou 325000, China · vivo BlueImage Lab, vivo Mobile Communication Co., Ltd, Shanghai 200100, China · College of Engineering and Computer Science, Australian National University, Canberra, Australia +1

  33. A Survey of Advancing Audio Super-Resolution and Bandwidth Extension from Discriminative to Generative Models

    May 15, 2026Ningyuan Yang, Yize Li, Diego A. Cuji +4Generative Super-ResolutionReal-World Image Super-Resolution

    Department of Electrical and Computer Engineering Stony Brook University · Department of Electrical and Computer Engineering Northeastern University · Department of Electrical and Computer Engineering University of Illinois Chicago & Discovery Partners Institute

  34. DreamSR: Towards Ultra-High-Resolution Image Super-Resolution via a Receptive-Field Enhanced Diffusion Transformer

    May 15, 2026Qingji Dong, Hang Dong, Mingqin Chen +2Real-World Image Super-ResolutionDiffusion Transformers

    ByteDance Inc.

  35. OP4KSR: One-Step Patch-Free 4K Super-Resolution with Periodic Artifact Suppression

    May 13, 2026Chengyan Deng, Pengbin Yu, Zhentao Chen +6Real-World Image Super-Resolution

    School of Automation Engineering, University of Electronic Science and Technology of China · OPPO AI Center, OPPO Inc. · School of Intelligence Science and Technology, Nanjing University

  36. DiffST: Spatiotemporal-Aware Diffusion for Real-World Space-Time Video Super-Resolution

    May 13, 2026Zheng Chen, Ruofan Yang, Jin Han +5Video Diffusion ModelsReal-World Image Super-Resolution

    Shanghai Jiao Tong University · Huawei Noah’s Ark Lab · Duke University +1

  37. PRISM: Prior Rectification and Uncertainty-Aware Structure Modeling for Diffusion-Based Text Image Super-Resolution

    May 13, 2026Zihang Xu, Xiaoyang Liu, Zheng Chen +2Real-World Image Super-ResolutionGenerative Super-Resolution

    Shanghai Jiao Tong University

  38. Fast Image Super-Resolution via Consistency Rectified Flow

    May 12, 2026Jiaqi Xu, Wenbo Li, Haoze Sun +8Real-World Image Super-ResolutionGenerative Super-Resolution

    The Chinese University of Hong Kong · Huawei Noah’s Ark Lab · HKUST (GZ) +1

  39. Spatial-Frequency Gated Swin Transformer for Remote Sensing Single-Image Super-Resolution

    May 10, 2026Md Aminur Hossain, Parekh Valkesh, Ayush V. Patel +3Hyperspectral Image Super-ResolutionReal-World Image Super-Resolution

    Space Applications Centre, ISRO, Ahmedabad, India · New L J Institute of Engineering and Technology, Ahmedabad, India · Pandit Deendayal Energy University, Gandhinagar, India +2

  40. Noise-Started One-Step Real-World Super-Resolution via LR-Conditioned SplitMeanFlow and GAN Refinement

    May 10, 2026Wei Zhu, Kai Zhang, Yu Zheng +3Real-World Image Super-ResolutionMeanflow

    Nanjing University of Science and Technology · Nanjing University · Huawei

  41. GramSR: Visual Feature Conditioning for Diffusion-Based Super-Resolution

    Apr 28, 2026Fabio D'Oronzio, Federico Putamorsi, Leonardo Zini +2Real-World Image Super-ResolutionGenerative Super-Resolution

    University of Modena and Reggio Emilia, Italy

  42. Bridging Restoration and Generation Manifolds in One-Step Diffusion for Real-World Super-Resolution

    Apr 27, 2026Shyang-En Weng, Yi-Cheng Liao, Yu-Syuan Xu +2Real-World Image Super-ResolutionRestoration

    National Yang Ming Chiao Tung University, Hsinchu, Taiwan · MediaTek Inc., Taiwan

  43. LatentBurst: A Fast and Efficient Multi Frame Super-Resolution for Hexadeca-Bayer Pattern CIS images

    Apr 25, 2026Sangwook Baek, Vin Van Duong, Karam Park +1Generative Super-ResolutionReal-World Image Super-Resolution

    Visual Technology Team, Samsung Research, Seoul, Republic of Korea

  44. VARestorer: One-Step VAR Distillation for Real-World Image Super-Resolution

    Apr 23, 2026Yixuan Zhu, Shilin Ma, Haolin Wang +6Real-World Image Super-ResolutionVisual Autoregressive Models

    Tsinghua University

  45. Allo{SR}2^2: Rectifying One-Step Super-Resolution to Stay Real via Allomorphic Generative Flows

    Apr 21, 2026Zihan Wang, Xudong Huang, Junbo Qiao +4Real-World Image Super-ResolutionTrajectory Generation

    East China Normal University · Huawei Foundation Model Dept. · Key Laboratory of Advanced Theory and Application in Statistics and Data Science

  46. The First Challenge on Mobile Real-World Image Super-Resolution at NTIRE 2026: Benchmark Results and Method Overview

    Apr 19, 2026Jiatong Li, Zheng Chen, Kai Liu +91Real-World Image Super-ResolutionImage Quality Assessment

  47. LatentFlowSR: High-Fidelity Audio Super-Resolution via Noise-Robust Latent Flow Matching

    Apr 10, 2026Fei Liu, Yang Ai, Hui-Peng Du +2Real-World Image Super-ResolutionLatent Flow

    National Engineering Research Center of Speech and Language Information Processing, University of Science and Technology of China, Hefei, 230027, China

  48. Spectral and Trajectory Regularization for Diffusion Transformer Super-Resolution

    Mar 6, 2026Jingkai Wang, Yixin Tang, Jue Gong +6Real-World Image Super-ResolutionDiffusion Transformers

    Shanghai Jiao Tong University, China · Shenzhen Transsion Holdings Co., Ltd., China

  49. From Local Windows to Adaptive Candidates via Individualized Exploratory: Rethinking Attention for Image Super-Resolution

    Jan 13, 2026Chunyu Meng, Wei Long, Shuhang GuReal-World Image Super-ResolutionTransformer Architectures

    University of Electronic Science and Technology of China

  50. TinySR: Pruning Diffusion for Real-World Image Super-Resolution

    Aug 24, 2025Linwei Dong, Qingnan Fan, Yuhang Yu +4Real-World Image Super-ResolutionHigh-Resolution

    Zhejiang University · Vivo Mobile Communication Co. Ltd · Zhejiang Lab

  51. Real-World Blind Super-Resolution via Feature Matching with Implicit High-Resolution Priors

    Feb 26, 2022Chaofeng Chen, Xinyu Shi, Yipeng Qin +4Real-World Image Super-ResolutionLow-Resolution

    School of Informatics, Xiamen University Xiamen, China · School of Computer Science and Informatics, Cardiff Universiy Cardiff, England · Faculty of Computing, Harbin Institute of Technology Harbin, China +2

  52. FreeTransformSR: Efficient Lightweight Image Super-Resolution via Free Low-Rank Learnable Transform

    Date pendingHongji Li, Yunhui LiReal-World Image Super-ResolutionFourier

    Chinese Academy of Sciences Changchun Institute of Optics Fine Mechanics and Physics, Changchun, Jilin 130033, China · University of the Chinese Academy of Sciences, Beijing 100049, China