Kun Han

Publications

• 

  Rotation Equivariant Convolutions in Deformable Registration of Brain MRI

  Arghavan Rezvani, Kun Han, Anthony T. Wu, Pooya Khosravi, Xiaohui Xie

  ISBI, 1-5, 2026.

  AbstractPDFDOI

• Advancing 3D Medical Image Analysis: Registration, Representation, and Generation

  Kun Han

  PhD Thesis, University of California, Irvine, 2025.

  AbstractPDF

• 

  XOCT: Enhancing OCT to OCTA Translation via Cross-Dimensional Supervised Multi-scale Feature Learning

  Pooya Khosravi, Kun Han, Anthony T. Wu, Arghavan Rezvani, Zexin Feng, Xiaohui Xie

  MICCAI (4), 695-705, 2025.

  AbstractPDFDOI

• 

  AFTer-SAM: Adapting SAM with Axial Fusion Transformer for Medical Imaging Segmentation

  Xiangyi Yan, Shanlin Sun, Kun Han, Thanh-Tung Le, Haoyu Ma, Chenyu You, Xiaohui Xie

  WACV, 7960-7969, 2024.

  AbstractWACVDOI

• 

  CVTHead: One-shot Controllable Head Avatar with Vertex-feature Transformer

  Haoyu Ma, Tong Zhang, Shanlin Sun, Xiangyi Yan, Kun Han, Xiaohui Xie

  WACV, 6119-6129, 2024.

  AbstractPDFWACVDOI

• 

  Hybrid Neural Diffeomorphic Flow for Shape Representation and Generation via Triplane

  Kun Han, Shanlin Sun, Thanh-Tung Le, Xiangyi Yan, Haoyu Ma, Chenyu You, Xiaohui Xie

  WACV, 7692-7702, 2024.

  AbstractPDFWACVarXivDOI

• 

  Hybrid-CSR: Coupling Explicit and Implicit Reconstruction of Cortical Surface

  Shanlin Sun, Tung Le, Pooya Khosravi, Chenyu You, Kun Han, Haoyu Ma, Deying Kong, Xiangyi Yan, Xiaohui Xie

  BMVC, 2024.

  AbstractBMVC

• 

  On-the-Fly Guidance Training for Medical Image Registration

  Yuelin Xin, Yicheng Chen, Shengxiang Ji, Kun Han, Xiaohui Xie

  MICCAI (2), 694-705, 2024.

  AbstractPDFDOI

• 

  Self-Sampling Meta SAM: Enhancing Few-shot Medical Image Segmentation with Meta-Learning

  Tianang Leng, Yiming Zhang, Kun Han, Xiaohui Xie

  WACV, 7910-7920, 2024.

  AbstractPDFWACVarXivDOI

• 

  Diffeomorphic Image Registration with Neural Velocity Field

  Kun Han, Shanlin Sun, Xiangyi Yan, Chenyu You, Hao Tang, Junayed Naushad, Haoyu Ma, Deying Kong, Xiaohui Xie

  WACV, 1869-1879, 2023.

  AbstractPDFWACVarXivDOI

• 

  Localized Region Contrast for Enhancing Self-supervised Learning in Medical Image Segmentation

  Xiangyi Yan, Junayed Naushad, Chenyu You, Hao Tang, Shanlin Sun, Kun Han, Haoyu Ma, James S. Duncan, Xiaohui Xie

  MICCAI (2), 468-478, 2023.

  AbstractPDFDOI

• 

  MedGen3D: A Deep Generative Framework for Paired 3D Image and Mask Generation

  Kun Han, Yifeng Xiong, Chenyu You, Pooya Khosravi, Shanlin Sun, Xiangyi Yan, James S. Duncan, Xiaohui Xie

  MICCAI (1), 759-769, 2023.

  AbstractPDFDOI

• 

  Representation Recovering for Self-Supervised Pre-training on Medical Images

  Xiangyi Yan, Junayed Naushad, Shanlin Sun, Kun Han, Hao Tang, Deying Kong, Haoyu Ma, Chenyu You, Xiaohui Xie

  WACV, 2684-2694, 2023.

  AbstractWACVDOI

• 

  Identity-Aware Hand Mesh Estimation and Personalization from RGB Images

  Deying Kong, Linguang Zhang, Liangjian Chen, Haoyu Ma, Xiangyi Yan, Shanlin Sun, Xingwei Liu, Kun Han, Xiaohui Xie

  ECCV (5), 536-553, 2022.

  AbstractPDFarXivDOI

• 

  Topology-Preserving Shape Reconstruction and Registration via Neural Diffeomorphic Flow

  Shanlin Sun, Kun Han, Deying Kong, Hao Tang, Xiangyi Yan, Xiaohui Xie

  CVPR, 20813-20823, 2022.

  AbstractCVPRDOI

• 

  Spatial Context-Aware Self-Attention Model For Multi-Organ Segmentation

  Hao Tang, Xingwei Liu, Kun Han, Xiaohui Xie, Xuming Chen, Qian Huang, Yong Liu, Shanlin Sun, Narisu Bai

  WACV, 938-948, 2021.

  AbstractPDFWACVarXivDOI