Publications

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

2026

  1. NeurIPS
    UE_teaser.png
    Uncertainty Estimation for Pretrained Medical Image Registration Models via Transformation Equivariance
    Lin Tian, Xiaoling Hu, and Juan Eugenio Iglesias
    In Advances in Neural Information Processing Systems (NeurIPS), 2026
    arXiv

2025

  1. arXiv
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    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 (CVPR), 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
    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
    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
    In European Conference on Computer Vision (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
    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 (CVPR), 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
    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 (CVPR), 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
    arXiv HTML Code