Image Super-Resolution

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  1. DISRQAD: Diffusion Image Super-Resolution Quality Assessment Dataset and Benchmark

    Oct 6, 2026Nikita Kukuzei, Artem Borisov, Evgeney Bogatyrev +3Image Quality AssessmentImage Super-Resolution

  2. AstraSR: Real-World Thermal Super-Resolution with GPT-6 Astra

    Oct 5, 2026Mengyuan Li, Changhong Fu, Jun Zhang +3Thermal ImagingImage Super-Resolution

  3. Image resolution enhancement for advanced semiconductor nodes

    Oct 5, 2026Lucas Rencker, Omid Tajalizadehkhoob, Khalid Elsayed +7Semiconductor ManufacturingImage Super-Resolution

  4. TIRMamba: A Thermal-Prior-Modulated State-Space Network for Sub-Million-Parameter Infrared Image Super-Resolution

    Oct 4, 2026Chun-An Lin, Tsung-Jung Liu, Yen-Chieh OuyangThermal ImagingEfficient Neural Network Inference

  5. Super-Resolving Unseen Hyperspectral Sensors at Any Scale via Spatial Operators

    Sep 30, 2026Ji-Xuan He, Guohang Zhuang, Bo Junge +6Hyperspectral Image Super-ResolutionOperator Learning

  6. Detection of Adversarial Attacks on Super-Resolvers Using Spectral Features

    Sep 28, 2026Emma J. Reid, Haley Duba-Sullivan, Tony G. AllenAdversarial Example DetectionImage Super-Resolution

  7. From Pixel Generation to Topological Inference: Structural Dual Super-Resolution for Trustworthy Cross-Physical-Domain Trabecular Morphology Learning

    Sep 28, 2026Fan Zhang, Yi Zhang, Ling Wang3D Medical ImagingMedical Image Super-Resolution

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

    Sep 27, 2026Xingfu Yi, Xiaoxue YuDiffusion Models for Image RestorationDiffusion Transformer

  9. In-Token Learning for High-Fidelity Image Restoration via Diffusion Transformers

    Sep 27, 2026Xingfu Yi, Xiaoxue YuImage-to-Image TranslationDiffusion Transformer

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

    Sep 24, 2026Yike Xu, Yue Shi, Yong Guo +1Diffusion Models for Image RestorationImage Super-Resolution

  11. Generative Atmospheric Super-Resolution from Heterogeneous In Situ Observations through Composable Interfaces

    Sep 24, 2026Yang Xu, Dibyajyoti Chakraborty, Haiwen Guan +2Bayesian Inverse ProblemsData Assimilation

  12. Super-Resolution of Solar Magnetograms via Adaptive Stratified Ensemble Learning with Uncertainty Estimation

    Sep 22, 2026Sina Norouzi Kandalan, Haodi Jiang, Jason T. L. Wang +1Deep EnsemblesImage Super-Resolution

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

    Sep 14, 2026Shuhao Han, Wenjie Liao, Hayden Vance +4Diffusion Models for Image RestorationDiffusion Model Fine-Tuning

  14. CEM-TUDASR: Computationally efficient multi-modality transformer based unsupervised domain adaptive super-resolution approach

    Sep 11, 2026Anjali Sarvaiya, Jay Kadel, Kishor Upla +1Unsupervised Domain AdaptationMedical Image Super-Resolution

  15. Guided Super-Resolution of Digital Elevation Models with Diffusion-Based Image Generators

    Sep 11, 2026Armand Mihai Nicolicioiu, Dominik Narnhofer, Nando Metzger +3Diffusion Model GuidanceImage Super-Resolution

  16. Symmetry-aware super-resolution of crystal orientation maps via invariant latent-space learning

    Sep 9, 2026Umang Garg, Warren Zamudio, McLean P. Echlin +3Materials ScienceInvariant Representation Learning

  17. SPARK: Input-Conditioned Sparse Activation Modulation for Frozen DiT-based Super-Resolution

    Sep 3, 2026Federico Putamorsi, Leonardo Zini, Marcella Cornia +1Diffusion Models for Image RestorationDiffusion Transformer

  18. UnCapsTSR: An Unsupervised Transformer-based Image Super-Resolution Approach for Capsule Endoscopy Images

    Sep 2, 2026Anjali Sarvaiya, Shubh Kawa, Lalit Agrawal +3Image Super-ResolutionEndoscopy

  19. Perceptually Regularized Diffusion Model for Image Super-Resolution

    Sep 2, 2026Chuxiangbo Wang, Pavithra Venkatachalapathy, Ying Liang +4Diffusion Models for Image RestorationPerceptual Loss

  20. 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 +2Image Super-Resolution

  21. MPISuperRes-PnP: A Super-Resolution Zero-Shot Plug-and-Play Reconstruction Algorithm for Magnetic Particle Imaging

    Aug 10, 2026Vladyslav Gapyak, Thomas März, Andreas WeinmannMedical ImagingImage Reconstruction

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

    Aug 10, 2026Axi Niu, Jiawei Kou, Kang Zhang +3Diffusion Model Inference AccelerationImage Super-Resolution

  23. Towards Adaptive Super-Resolution and Quality Assessment via Test-Time Adaptation

    Aug 9, 2026Ajeet Kumar VermaTest-Time AdaptationVideo Quality Assessment

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

    Aug 5, 2026Axi Niu, Knag Zhang, Qingsen Yan +3Image Super-ResolutionDiffusion Models