Real-World Image Super-Resolution

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Period ending 2026-09-14

9 new papers

A weekly snapshot of new work published in Real-World Image Super-Resolution.

Period ending 2026-09-07

16 new papers

A weekly snapshot of new work published in Real-World Image Super-Resolution.

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  1. Conformalized Rate-Adaptive Sensing

    Jul 29, 2026Jiawei Yang, Yao ZhangImage ReconstructionSynthetic Aperture Radar

  2. Entity Resolution in Practice: Lessons from a Self-Serve Pipeline

    Jul 28, 2026Kaushik Pavani, Ganga Aluri, Pravin Jadhav +2Data MiningRetrieval Recall

  3. MicroZoom: Structure-Preserving Detail Synthesis at Extreme Scale

    Jul 27, 2026Huy Huynh, Jingwei Ma, Brian Curless +2Real-World Image Super-ResolutionNovel View Synthesis

  4. Mind the Microphone Gap: Benchmarking Array Upsampling Strategies for Latent Acoustic Mapping

    Jul 27, 2026Philipp Schmidt, Huw Cheston, Juan Azcarreta +3Acoustic RepresentationUpsampling

  5. MSVS-VAE: Multi-Scale Anchored VecSet for High-Fidelity 3D Reconstruction

    Jul 27, 2026Dehao Hao, Kaiyi Zhang, Tanghui Jia +10Voxel3D Reconstruction

  6. Perturbative-NeuSA: A Structured Spectral Framework for Time-Dependent PDEs

    Jul 27, 2026Xianli Zhu, Jia YinNeural Partial Differential Equation SolversPartial Differential Equations

  7. BeyondFusion: Self-Aligned Latent Diffusion for Calibration-Free Infrared Super-Resolution and Infrared-Visible Fusion

    Jul 27, 2026Minchong Chen, Xiaoyun Yuan, Minyu Cao +4Visible Image FusionInfrared

  8. Codebook Capacity Governs Perceptual Quality Across Resolutions in Hierarchical Discrete Video Compression

    Jul 25, 2026Manikanta Kotthapalli, Banafsheh RekabdarNeural Video CompressionCodebooks

  9. Trainable Nonexpansive Denoisers for Contractive Image Reconstruction

    Jul 25, 2026Arghya Sinha, Aditya Banerjee, Trishit Mukherjee +1Image ReconstructionDenoiser

  10. IR275K: A Benchmark for Infrared Multi-Frame Super-Resolution Toward Efficient Remote Sensing

    Jul 24, 2026Jie Deng, Heyang Wang, Changxin Wang +6Infrared Image Super-ResolutionInfrared

  11. TRaM-VSR: Importance-Aware Token Routing and Merging for One-Step Diffusion Video Super-Resolution

    Jul 24, 2026Sicheng Gao, Zhuyun Zhou, Yixuan Liu +3Video Diffusion ModelsReal-World Image Super-Resolution

  12. Frequency-Aware Dual-Stream Learning for Balanced Realism and Fidelity in Electron Microscopy Imaging

    Jul 24, 2026Longmi Gao, Zhengkai Zhao, Pan Gao +1MicroscopyImage Reconstruction

  13. Texture++: Elevating 3D Asset Texture Resolution with a Region-Aware Diffusion Model

    Jul 23, 2026Shuaiwei Wang, Shi Li, Jieting Xu +4Real-World Image Super-Resolution3D Assets

  14. Physics-Informed Deep Learning Model for Cross-Modality Super-Resolution in Fluorescence Microscopy

    Jul 23, 2026Mohammad Soltaninezhad, Elena Corbetta, Francisco Paez Larios +4Image-To-Image TranslationMicroscopy

  15. Decoupling Cross-Modality Manifold Discrepancy: Leveraging Visible Diffusion Priors for Infrared Super-Resolution

    Jul 23, 2026Yunpeng Hua, Hongwei Yu, Jiawei Li +3Infrared Image Super-ResolutionDenoiser

  16. SubSplat: High-Resolution Pixel-aligned 3DGS via Sub-pixel Gaussian Reparameterization

    Jul 23, 2026Jiun Lee, Jaekwang Kim, Sangmin Lee3D Gaussian SplattingGaussian Splatting

  17. GaussianSeed: Hierarchical Gaussian Seeding for High-Resolution 3D Occupancy Prediction

    Jul 22, 2026Xinzhuo Li, Xianghui Pan, Jiayuan Du +43D Semantic Occupancy Prediction3D Gaussian

  18. Physics-Informed Super-Resolution of Atmospheric Data

    Jul 21, 2026Chang Xu, Gencer Sumbul, Hugo Porta +3Infrared Image Super-ResolutionAtmospheric Correction

  19. Think Sparse, Predict Dense: Continuous Thought Machines for Image Super-Resolution

    Jul 21, 2026Zekai ShiReal-World Image Super-ResolutionDense Prediction

  20. Co-addition and Subtraction of Undersampled Images

    Jul 20, 2026Matan Schlanger, Barak ZackayPhase-Folded Light CurvesSubsampling

  21. 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-ResolutionDiffusion Models

  22. High-Capacity Robust Watermarking Technology for High-Resolution Images

    Jul 19, 2026Shaowu Wu, Wei Lu, Qing Qian +1Watermark DetectionWatermarking

  23. Solver-Hard Is Not Model-Hard: A Hardness-Controlled Diagnostic for LLM Constraint Reasoning

    Jul 19, 2026Lucky VermaLLM Reasoning MethodsResolution

  24. Honest Physical-Support Inference after Latent Dictionary Learning: Collision Singularities and Minimax Resolution

    Jul 18, 2026Guan-Ju PengSparse ObservationsCalibrated Uncertainty

  25. Physics-Based Deep Spatiotemporal Hyperlocal Radar Nowcasting with a Multi-Variable U-Net for High-Resolution Precipitation Forecasting

    Jul 17, 2026Akshay Sunil, Muhammed Rashid, Raja Sekhar Sivaraju +2PrecipitationRadar

  26. 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-ResolutionDifficulty-Adaptive Routing For Temporal Grounding

  27. From Continuous Deployment to Queryable Dataset: Terabyte-Scale AIS-Aligned Passive Acoustic Labelling

    Jul 15, 2026Wayne Renaud, Priyanka Aravindan, Gabriel SpadonAcoustic SensingAutomatic Identification System

  28. RFMSR: Residual Flow Matching for Image Super-Resolution

    Jul 14, 2026Shuwei Huang, Tianyao Luo, Jicheng Liu +2Real-World Image Super-ResolutionContrastive Flow Matching

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

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

  30. Reference-Based Face Super-Resolution Using the Spatial Transformer

    Jul 13, 2026Varun Ramesh Jois, Antonella DiLillo, James StorerReal-World Image Super-ResolutionPopular Deformable Convolutions

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

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

  32. WeaveEarth: Structured Evidence Construction and Reasoning for Training-Free UHR Remote Sensing Understanding

    Jul 11, 2026Xianzhi Ma, Shujun Wang, Xiaohan Li +3Remote SensingHigh-Resolution

  33. From ambiguous utterances to governed reuse classes: canonicalization, quotient invariance, and conditional decidability

    Jul 11, 2026Cosimo Spera, Ray GarciaReuseComputable

  34. SigLIP-HD by Fine-to-Coarse Supervision

    Jul 10, 2026Lihe Yang, Zhen Zhao, Hengshuang ZhaoFine-Grained PerceptionHigh-Resolution

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

    Jul 10, 2026Haotong Cheng, Yuxuan Li, Zijie Cui +2Real-World Image Super-ResolutionImage Enhancement

  36. On Exploring Input Resolution Scaling For Anytime LiDAR Object Detection

    Jul 9, 2026Ahmet Soyyigit, Shuochao Yao, Heechul YunLight Detection And Ranging3D Object Detection

  37. Cardiac MRI Through-Plane Super-Resolution Guided by Reference and Memory

    Jul 8, 2026Shaoming Pan, Chenchuhui Hu, Leon Axel +1Cardiac Magnetic Resonance ImagingMagnetic Resonance Imaging

  38. Seeing What Matters: Lesion-Aware High-Resolution Patch Discovery and Fusion for Chest X-ray Report Generation

    Jul 8, 2026Yingshu Li, Yunyi Liu, Zhenghao Chen +5Chest X-Ray Report GenerationChest X-Ray

  39. PhyMRI-SR: Toward Physics-Aware MRI Image Super-Resolution

    Jul 7, 2026Lihua Wei, Huatong Gao, Jia Gong +4Magnetic Resonance Imaging ReconstructionSuper-Resolution Framework

  40. High-Resolution Artwork Outpainting with Global Blueprint Guidance and Layout Control

    Jul 7, 2026Junha Kim, Hyunjoon Park, Donghyeon ChoContext-Conditioned InpaintingCanvas

  41. Tuning-Free Latent Diffusion Models for Ultrahigh-Resolution Image Editing

    Jul 7, 2026Wanglong Lu, Lingming Su, Kaijie Shi +4Diffusion EditingImage Editing

  42. Self-Supervised Implicit CEST Reconstruction via Physics-Informed Lorentz Encoding

    Jul 7, 2026Dexuan Li, Yupeng Wu, Chenglong Wang +4Magnetic Resonance Imaging ReconstructionImplicit Neural Representations

  43. AVA-VLM: Adaptive Visual Attention-Vision Language Model for In-the-Wild Construction Site Monitoring

    Jul 7, 2026Younggun Kim, Taeheon Kim, Youngseo Kim +1Recent Vision-Language ModelsVideo Large Language Models

  44. Robust Face Super-Resolution and Recognition Through Multi-Feature Aggregation in Diffusion Models

    Jul 6, 2026Marcelo dos Santos, Rayson Laroca, João Carlos Raposo Neves +1Real-World Image Super-ResolutionFace Recognition Systems

  45. Recovering Cloud Microstructures with Cascaded Diffusion Inversion

    Jul 6, 2026Hanan Gani, Guy Pulik, Daniel Rosenfeld +2Infrared Image Super-ResolutionReal-World Image Super-Resolution

  46. Wan-Streamer v0.2: Higher Resolution, Same Latency

    Jul 5, 2026Lianghua Huang, Zhi-Fan Wu, Yupeng Shi +23Low-Latency SystemsVideo Latents

  47. LiNO: Lifting based multiresolution neural operator

    Jul 2, 2026Himanshu Pandey, Subham Patel, Ratikanta BeheraNeural OperatorsResolution

  48. When Does Resolution Help a Frozen Backbone? Global Attention at Resolution Predicts Scalable Adaptation for Camouflaged and Marine Animal Segmentation

    Jul 2, 2026Tyler Rust, Chandra KambhamettuFrozen Vision-Language ModelsSelf-Supervised Vision Transformers

  49. HistoSeg++: Delving deeper with attention and multiscale feature fusion for biomarker segmentation

    Jul 2, 2026Saad Wazir, Rao Faizan, Daeyoung KimMedical Image SegmentationU-Net

  50. AVSR-Diff: Scale-Agnostic Diffusion Priors for Temporally Consistent Arbitrary-Scale Video Super-Resolution

    Jul 1, 2026Geunhyuk Youk, Jeonghyeok Do, Dayeon Kim +2Video Diffusion ModelsReal-World Image Super-Resolution

  51. Slope-Guided Mamba and Angular-Refined Transformer for Light Field Super-Resolution

    Jul 1, 2026Li Jin, Jian Huang, Junde Lu +3Real-World Image Super-ResolutionEpipolar Structures

  52. CNN Models for Microphone Array Covariance Matrix Upsampling and Acoustic Imaging

    Jul 1, 2026Marianthi Adamopoulou, Parthasaarathy Sudarsanam, David Diaz-Guerra +5UpsamplingConvolutional Neural Networks

  53. Towards High-Resolution Visual Perception via Hierarchical Entity Exploration

    Jul 1, 2026Ziyu Ma, Shidong Yang, Yuxiang Ji +5Fine-Grained PerceptionVisual Perception

  54. FaceMoE: Mixture of Experts for Low-Resolution Face Recognition

    Jun 30, 2026Kartik Narayan, Vishal M. PatelFace Recognition SystemsLow-Resolution

  55. RESOLVE: A Multi-Resolution and Multi-Modal Dataset for Roadside Cooperative Perception

    Jun 30, 2026Shaozu Ding, Linan Song, Marco De Vincenzi +1LidarLight Detection And Ranging

  56. Resolving superposition in AI for interpretability and cross-modal alignment in patient-neuronal images

    Jun 30, 2026Jisung Park, Seohyeon Kang, Daeun Yoo +8SuperpositionNeuroimaging Models

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

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

  58. Patch-PODiff-ViT: Structured Latent Diffusion with Patchwise POD for Super-Resolution and Uncertainty Quantification

    Jun 30, 2026Onkar Jadhav, Tim French, Matthew Rayson +1Conditional Latent DiffusionPixel-Level Prediction

  59. UHD-MFF: Shattering Barriers in Multi-Focus Ultra-High-Definition Image Fusion via Learnable Lookup Tables

    Jun 30, 2026Yibing Zhang, Xunpeng Yi, Qinglong Yan +3Visible Image FusionHigh-Resolution

  60. Cross-Resolution Semantic Transfer for Robust Text-to-Image Retrieval in Low-Resolution Surveillance

    Jun 29, 2026Wenjie Qian, Bin Yang, Xiao Wang +4Re-IdentificationComposed Image Retrieval