Publications

publications by categories in reversed chronological order. generated by jekyll-scholar.

2026

  1. arXiv
    UE_teaser.png
    Test-time Uncertainty Estimation for Medical Image Registration via Transformation Equivariance
    Lin Tian, Xiaoling Hu, and Juan Eugenio Iglesias
    arXiv preprint arXiv:2509.23355, 2026
    arXiv

2025

  1. arXiv
    reffree_teaser.png
    Reference-Free 3D Reconstruction of Brain Dissection Photographs with Machine Learning
    Lin Tian, Sean I. Young, Jonathan Williams Ramirez, and 9 more authors
    arXiv preprint arXiv:2503.09963, 2025
    arXiv Code
  2. CVPR
    CARL: A Framework for Equivariant Image Registration
    Hastings Greer, Lin Tian, François-Xavier Vialard, and 3 more authors
    In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025
    arXiv

2024

  1. MICCAI
    uniGradICON_teaser.png
    uniGradICON: A Foundation Model for Medical Image Registration
    Lin Tian, Hastings Greer, Roland Kwitt, and 5 more authors
    In Medical Image Computing and Computer Assisted Intervention – MICCAI 2024, 2024
    arXiv Code
  2. WBIR
    multiGradICON: A Foundation Model for Multimodal Medical Image Registration
    Başar Demir, Lin Tian, Hastings Greer, and 7 more authors
    In Workshop on Biomedical Image Registration – WBIR 2024, 2024
    Oral Presentation
    arXiv
  3. ECCV
    NePhi_teaser.png
    NePhi: Neural Deformation Fields for Approximately Diffeomorphic Medical Image Registration
    Lin Tian, Hastings Greer, Raúl San José Estépar, and 2 more authors
    arXiv preprint arXiv:2309.07322, 2024
    ECCV 2024
    arXiv

2023

  1. arXiv
    SAME_teaser.png
    SAME++: A Self-supervised Anatomical eMbeddings Enhanced medical image registration framework using stable sampling and regularized transformation
    Lin Tian, Zi Li, Fengze Liu, and 7 more authors
    arXiv preprint arXiv:2311.14986, 2023
    arXiv Code
  2. MICCAI
    SAMConvex_teaser.png
    SAMConvex: Fast Discrete Optimization for CT Registration Using Self-supervised Anatomical Embedding and Correlation Pyramid
    Zi Li, Lin Tian, Tony CW Mok, and 8 more authors
    In Medical Image Computing and Computer Assisted Intervention – MICCAI 2023, 2023
    arXiv Code
  3. CVPR
    GradICON_teaser.png
    GradICON: Approximate Diffeomorphisms via Gradient Inverse Consistency
    Lin Tian, Hastings Greer, François-Xavier Vialard, and 6 more authors
    In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023
    arXiv Code

2022

  1. MICCAI
    LiftReg_pipeline.png
    LiftReg: Limited Angle 2D/3D Deformable Registration
    Lin Tian, Yueh Z. Lee, Raúl San José Estépar, and 1 more author
    In Medical Image Computing and Computer Assisted Intervention – MICCAI 2022, 2022
    arXiv Code

2021

  1. CVPR
    YETI_teaser.png
    Discovering Hidden Physics Behind Transport Dynamics
    Peirong Liu, Lin Tian, Yubo Zhang, and 3 more authors
    In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2021
    arXiv

2020

  1. MICCAI
    reg_ct_sdct.png
    Fluid Registration Between Lung CT and Stationary Chest Tomosynthesis Images
    Lin Tian, Connor Puett, Peirong Liu, and 4 more authors
    In Medical Image Computing and Computer Assisted Intervention – MICCAI 2020, 2020
    arXiv HTML Code