Image Reconstruction

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30 papers in the last four weeks, down 6% on the four weeks before. 0.2% of all new papers.

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  1. ILV: Iterative Latent Volumes for Fast and Accurate Sparse-View CT Reconstruction

    Mar 16, 2026Seungryong Lee, Woojeong Baek, Joosang Lee +1Cone-Beam CTImage Reconstruction

    Sungkyunkwan University · Yonsei University

  2. Distilling Latent Manifolds: Resolution Extrapolation by Variational Autoencoders

    Mar 15, 2026Jiaming Chu, Tao Wang, Lei JinVariational AutoencodersKnowledge Distillation

    School of Electronic Engineering, Beijing University of Posts and Telecommunications, Beijing, China

  3. Low-Field Magnetic Resonance Image Enhancement using Undersampled k-Space

    Mar 14, 2026Daniel Tweneboah Anyimadu, Mohammed Abdalla, Mohammed M. Abdelsamea +1Magnetic Resonance ImagingMedical Image Super-Resolution

    Department of Computer Science, University of Exeter, United Kingdom · Neurology Department, Royal Devon and Exeter Hospital, Exeter, United Kingdom · UCL Hawkes Institute, Department of Computer Science, University College London, London, United Kingdom

  4. Eleven Primitives and Three Gates: The Universal Structure of Computational Imaging

    Mar 13, 2026Chengshuai Yang, Xin YuanComputational ImagingImage Reconstruction

    NextGen PlatformAI C Corp, USA. · School of Engineering, Westlake University, Hangzhou, China.

  5. Open World MRI Reconstruction with Bias-Calibrated Adaptation

    Mar 13, 2026Jiyao Liu, Shangqi Gao, Lihao Liu +5Image ReconstructionDomain Adaptation

    Fudan University, Shanghai, China · University of Cambridge, Cambridge, United Kingdom · Shanghai Artificial Intelligence Laboratory, Shanghai, China

  6. MuxGel: Simultaneous Dual-Modal Visuo-Tactile Sensing via Spatially Multiplexing and Deep Reconstruction

    Mar 10, 2026Zhixian Hu, Zhengtong Xu, Sheeraz Athar +2Vision-Based Tactile SensingTactile Sensing for Robotic Manipulation

    Edwardson School of Industrial Engineering, Purdue University, West Lafayette, IN, USA.

  7. A comprehensive study of time-of-flight non-line-of-sight imaging

    Mar 10, 2026Julio Marco, Adrian Jarabo, Ji Hyun Nam +3Image ReconstructionComputational Imaging

    Universidad de Zaragoza–I3A, Spain · University of Wisconsin–Madison, USA · Department of Data Science, Inha University, South Korea +1

  8. POLISH'ing the Sky: Wide-Field and High-Dynamic Range Interferometric Image Reconstruction with Application to Strong Lens Discovery

    Mar 10, 2026Zihui Wu, Liam Connor, Samuel McCarty +1Image ReconstructionHDR Imaging

    Department of Computing and Mathematical Sciences, California Institute of Technology (Caltech), Pasadena, CA, USA · Center for Astrophysics | Harvard & Smithsonian, Cambridge, MA, USA

  9. Transferable Optimization Network for Cross-Domain Image Reconstruction

    Mar 8, 2026Yunmei Chen, Chi Ding, Xiaojing YeImage ReconstructionCross-Domain Transfer Learning

    Department of Mathematics, University of Florida, Gainesville, FL 32611, USA. · Department of Mathematics and Statistics, Georgia State University, Atlanta, GA 30303, USA.

  10. Implementation of Quantum Implicit Neural Representation in Deterministic and Probabilistic Autoencoders for Image Reconstruction/Generation Tasks

    Mar 6, 2026Saadet Müzehher ErenVariational AutoencodersQuantum Generative Modeling

    Department of Physics, Izmir Institute of Technology, Gülbahçe, Urla, 35430, Izmir, Turkey.

  11. Autonomous Algorithm Discovery for Ptychography via Evolutionary LLM Reasoning

    Mar 5, 2026Xiangyu Yin, Ming Du, Junjing Deng +3Image ReconstructionAutomated Algorithm Discovery

    Advanced Photon Source, Argonne National Laboratory, Lemont, IL, USA · Department of Materials Science and NanoEngineering, Rice University, Houston, TX, USA

  12. Guiding Diffusion-based Reconstruction with Contrastive Signals for Balanced Visual Representation

    Mar 5, 2026Boyu Han, Qianqian Xu, Shilong Bao +4Visual Representation LearningSelf-Supervised Visual Representation Learning

    State Key Laboratory of AI Safety, Institute of Computing Technology, CAS · School of Computer Science and Tech., University of Chinese Academy of Sciences · Beijing Academy of Artificial Intelligence +3

  13. DSA-SRGS: Super-Resolution Gaussian Splatting for Dynamic Sparse-View DSA Reconstruction

    Mar 5, 2026Shiyu Zhang, Zhicong Wu, Huangxuan Zhao +7Image ReconstructionSparse-View 3D Reconstruction

    School of Computer Science, Wuhan University, Wuhan, China · Institute of Artificial Intelligence, Xiamen University, Xiamen, China · School of Biomedical Engineering & State Key Laboratory of Advanced Medical Materials and Devices, ShanghaiTech University, Shanghai, China +1

  14. High-Resolution Image Reconstruction with Unsupervised Learning and Noisy Data Applied to Ion-Beam Dynamics for Particle Accelerators

    Mar 4, 2026Francis Osswald, Mohammed Chahbaoui, Xinyi LiangImage ReconstructionImage Inverse Problems

    IPHC · IPHC, CNRS Nuclei & Particules, Univ. of Strasbourg, 67000, Strasbourg, France · UNISTRA +3

  15. MPFlow: Multi-modal Posterior-Guided Flow Matching for Zero-Shot MRI Reconstruction

    Mar 4, 2026Seunghoi Kim, Chen Jin, Henry F. J. Tregidgo +2Cross-Modal AlignmentMultimodal Pretraining

    University College London, UK · Centre for AI, DS&AI, AstraZeneca, UK

  16. VEMamba: Efficient Isotropic Reconstruction of Volume Electron Microscopy with Axial-Lateral Consistent Mamba

    Mar 1, 2026Longmi Gao, Pan GaoImage Reconstruction3D Reconstruction

    College of Artificial Intelligence, Nanjing University of Aeronautics and Astronautics Nanjing 211106, China

  17. Solving a Nonlinear Blind Inverse Problem for Tagged MRI with Physics and Deep Generative Priors

    Mar 1, 2026Zhangxing Bian, Shuwen Wei, Samuel W. Remedios +4Image Inverse ProblemsImage Reconstruction

    Johns Hopkins University · Johns Hopkins School of Medicine

  18. A Reconstruction System for Industrial Pipeline Inner Walls Using Panoramic Image Stitching with Endoscopic Imaging

    Feb 28, 2026Rui Ma, Yifeng Wang, Ziteng Yang +3Image ReconstructionIndustrial Inspection

    Shenzhen International Graduate School, Tsinghua University, Shenzhen, China

  19. SCOUT: Fast Spectral CT Imaging in Ultra LOw-data Regimes via PseUdo-label GeneraTion

    Feb 28, 2026Guoquan Wei, Liu Shi, Shaoyu Wang +3Image ReconstructionComputed Tomography

    School of Information Engineering, Nanchang University, Nanchang, 330031, Jiangxi, China. · Institute of High Energy Physics, Chinese Academy of Sciences, Beijing, 100049, China. · Jinan Laboratory of Applied Nuclear Science, Jinan, 251401, Shandong, China. +1

  20. Exploring Spatiotemporal Feature Propagation for Video-Level Compressive Spectral Reconstruction: Dataset, Model and Benchmark

    Feb 28, 2026Lijing Cai, Zhan Shi, Chenglong Huang +6Image ReconstructionHyperspectral Imaging

  21. Plug-and-Play Diffusion Meets ADMM: Dual-Variable Coupling for Robust Medical Image Reconstruction

    Feb 26, 2026Chenhe Du, Xuanyu Tian, Qing Wu +4Image ReconstructionDiffusion-Based Inverse Problems

    ShanghaiTech University · Shanghai Jiao Tong University

  22. Coded-E2LF: Coded Aperture Light Field Imaging from Events

    Feb 26, 2026Tomoya Tsuchida, Keita Takahashi, Chihiro Tsutake +2Computational ImagingImage Reconstruction

    Nagoya University, Japan · Osaka University, Japan

  23. A unified self-supervised framework for single-frame Fresnel CDI and overlapped ptychography

    Feb 24, 2026Oliver Hoidn, Steven Henke, Albert Vong +3Self-Supervised LearningImage Reconstruction

    SLAC National Accelerator Laboratory, Menlo Park, California 94025, USA · Argonne National Laboratory, Lemont, Illinois 60439, USA

  24. gQIR: Generative Quanta Image Reconstruction

    Feb 23, 2026Aryan Garg, Sizhuo Ma, Mohit GuptaImage ReconstructionComputational Imaging

    University of Wisconsin-Madison · Snap Inc.

  25. Application and Evaluation of the Common Circles Method

    Feb 19, 2026Michael Quellmalz, Mia Kvåle Løvmo, Simon Moser +2Computational ImagingMicroscopy Image Analysis

    TU Berlin · Medical University of Innsbruck

  26. Subtractive Modulative Network with Learnable Periodic Activations

    Feb 18, 2026Tiou Wang, Zhuoqian Yang, Markus Flierl +2Implicit Neural RepresentationsImage Reconstruction

    School of Electrical Engineering and Computer Science, KTH Royal Institute of Technology, Sweden · School of Computer and Communication Sciences, EPFL, Switzerland

  27. GMODiff: One-Step Gain Map Refinement with Diffusion Priors for HDR Reconstruction

    Dec 18, 2025Tao Hu, Weiyu Zhou, Yanjie Tu +4Diffusion Models for Image RestorationLatent Diffusion Models

    Northwestern Polytechnical University, Xi’an 710072, China · Xi’an University of Architecture and Technology, Xi’an 710055, China · The Shenzhen Research Institute of Northwestern Polytechnical University, Shenzhen 518057, China

  28. Learned iterative networks: An operator learning perspective

    Dec 9, 2025Andreas Hauptmann, Ozan ÖktemImage ReconstructionComputational Imaging

    Research Unit of Mathematical Sciences, University of Oulu, Finland · Department of Computer Science, University College London, United Kingdom · Department of Mathematics, KTH - Royal Institute of Technology, Sweden

  29. Hi-DREAM: Brain-Inspired Hierarchical Diffusion for fMRI-to-Image Reconstruction via ROI Encoder and VisuAl Mapping

    Nov 14, 2025Guowei Zhang, Yun Zhao, Kai Sun +4Neural DecodingConditional Image Generation

    Dept of Data Science and AI, Monash University, Melbourne, Australia · Brain and Mind Centre, University of Sydney, Sydney, Australia · School of Psychological Sciences, Monash University, Melbourne, Australia

  30. SSDD: Single-Step Diffusion Decoder for Efficient Image Tokenization

    Oct 6, 2025Théophane Vallaeys, Jakob Verbeek, Matthieu CordImage TokenizationImage Reconstruction

    Meta Fundamental AI Research · Sorbonne University