Xiaohui Xie

Rotation Equivariant Convolutions in Deformable Registration of Brain MRI

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

ISBI, 1-5, 2026.

GeoDiff: Geometry-Guided Diffusion for Metric Depth Estimation

Tuan Pham, Thanh-Tung Le, Xiaohui Xie, Stephan Mandt

ICCVW, 6357-6367, 2025.

Ouroboros: Single-Step Diffusion Models for Cycle-Consistent Forward and Inverse Rendering

Shanlin Sun, Yifan Wang, Hanwen Zhang, Yifeng Xiong, Qin Ren, Ruogu Fang, Xiaohui Xie, Chenyu You

ICCV, 10386-10397, 2025.

Abstract PDF ICCV DOI

UMAMI: Unifying Masked Autoregressive Models and Deterministic Rendering for View Synthesis

Thanh-Tung Le, Tuan Pham, Tung Nguyen, Deying Kong, Xiaohui Xie, Stephan Mandt

NeurIPS, 2025.

Abstract PDF

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.

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.

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.

Abstract PDF WACV DOI

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.

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.

Abstract BMVC

Integrating Efficient Optimal Transport and Functional Maps for Unsupervised Shape Correspondence Learning

Tung Le, Khai Nguyen, Shanlin Sun, Nhat Ho, Xiaohui Xie

CVPR, 23188-23198, 2024.

LidaRF: Delving into Lidar for Neural Radiance Field on Street Scenes

Shanlin Sun, Bingbing Zhuang, Ziyu Jiang, Buyu Liu, Xiaohui Xie, Manmohan Chandraker

CVPR, 19563-19572, 2024.

MaskINT: Video Editing via Interpolative Non-autoregressive Masked Transformers

Haoyu Ma, Shahin Mahdizadehaghdam, Bichen Wu, Zhipeng Fan, Yuchao Gu, Wenliang Zhao, Lior Shapira, Xiaohui Xie

CVPR, 7403-7412, 2024.

On-the-Fly Guidance Training for Medical Image Registration

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

MICCAI (2), 694-705, 2024.

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.

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.

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.

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.

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.

AFTer-UNet: Axial Fusion Transformer UNet for Medical Image Segmentation

Xiangyi Yan, Hao Tang, Shanlin Sun, Haoyu Ma, Deying Kong, Xiaohui Xie

WACV, 3270-3280, 2022.

EI-CLIP: Entity-aware Interventional Contrastive Learning for E-commerce Cross-modal Retrieval

Haoyu Ma, Handong Zhao, Zhe Lin, Ajinkya Kale, Zhangyang Wang, Tong Yu, Jiuxiang Gu, Sunav Choudhary, Xiaohui Xie

CVPR, 18030-18040, 2022.

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.

PPT: Token-Pruned Pose Transformer for Monocular and Multi-view Human Pose Estimation

Haoyu Ma, Zhe Wang, Yifei Chen, Deying Kong, Liangjian Chen, Xingwei Liu, Xiangyi Yan, Hao Tang, Xiaohui Xie

ECCV (5), 424-442, 2022.

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.

MVHM: A Large-Scale Multi-View Hand Mesh Benchmark for Accurate 3D Hand Pose Estimation

Liangjian Chen, Shih-Yao Lin, Yusheng Xie, Yen-Yu Lin, Xiaohui Xie

WACV, 836-845, 2021.

Recurrent Mask Refinement for Few-Shot Medical Image Segmentation

Hao Tang, Xingwei Liu, Shanlin Sun, Xiangyi Yan, Xiaohui Xie

ICCV, 3898-3908, 2021.

Abstract PDF ICCV arXiv DOI

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.

Temporal-Aware Self-Supervised Learning for 3D Hand Pose and Mesh Estimation in Videos

Liangjian Chen, Shih-Yao Lin, Yusheng Xie, Yen-Yu Lin, Xiaohui Xie

WACV, 1049-1058, 2021.

Test-Time Training for Deformable Multi-Scale Image Registration

Wentao Zhu, Yufang Huang, Daguang Xu, Zhen Qian, Wei Fan, Xiaohui Xie

ICRA, 13618-13625, 2021.

TransFusion: Cross-view Fusion with Transformer for 3D Human Pose Estimation

Haoyu Ma, Liangjian Chen, Deying Kong, Zhe Wang, Xingwei Liu, Hao Tang, Xiangyi Yan, Yusheng Xie, Shih-Yao Lin, Xiaohui Xie

BMVC, 2021.

Attentionanatomy: A Unified Framework for Whole-Body Organs at Risk Segmentation Using Multiple Partially Annotated Datasets

Shanlin Sun, Yang Liu, Narisu Bai, Hao Tang, Xuming Chen, Qian Huang, Yong Liu, Xiaohui Xie

ISBI, 1-5, 2020.

DGGAN: Depth-image Guided Generative Adversarial Networks for Disentangling RGB and Depth Images in 3D Hand Pose Estimation

Liangjian Chen, Shih-Yao Lin, Yusheng Xie, Yen-Yu Lin, Wei Fan, Xiaohui Xie

WACV, 400-408, 2020.

Nonparametric Structure Regularization Machine for 2D Hand Pose Estimation

Yifei Chen, Haoyu Ma, Deying Kong, Xiangyi Yan, Jianbao Wu, Wei Fan, Xiaohui Xie

WACV, 2020, 370-379, 2020.

Rotation-invariant Mixed Graphical Model Network for 2D Hand Pose Estimation

Deying Kong, Haoyu Ma, Yifei Chen, Xiaohui Xie

WACV, 1535-1544, 2020.

SIA-GCN: A Spatial Information Aware Graph Neural Network with 2D Convolutions for Hand Pose Estimation

Deying Kong, Haoyu Ma, Xiaohui Xie

BMVC, 2020.

SynergyNet: A Fusion Framework for Multiple Sclerosis Brain MRI Segmentation with Local Refinement

Yeeleng Scott Vang, Yingxin Cao, Peter D. Chang, Daniel S. Chow, Alexander Ulrich Brandt, Friedemann Paul, Michael Scheel, Xiaohui Xie

ISBI, 131-135, 2020.

Abstract DOI

A Combined Deep Learning-Gradient Boosting Machine Framework for Fluid Intelligence Prediction

Yeeleng Scott Vang, Yingxin Cao, Xiaohui Xie

ABCD-NP@MICCAI, 1-8, 2019.

Adaptive Graphical Model Network for 2D Handpose Estimation

Deying Kong, Yifei Chen, Haoyu Ma, Xiangyi Yan, Xiaohui Xie

BMVC, 2019.

Abstract PDF arXiv

An End-to-End Framework for Integrated Pulmonary Nodule Detection and False Positive Reduction

Hao Tang, Xingwei Liu, Xiaohui Xie

ISBI, 859-862, 2019.

Automatic Pulmonary Lobe Segmentation Using Deep Learning

Hao Tang, Chupeng Zhang, Xiaohui Xie

ISBI, 1225-1228, 2019.

NoduleNet: Decoupled False Positive Reduction for Pulmonary Nodule Detection and Segmentation

Hao Tang, Chupeng Zhang, Xiaohui Xie

MICCAI (6), 266-274, 2019.

Abstract DOI

TAGAN: Tonality Aligned Generative Adversarial Networks for Realistic Hand Pose Synthesis

Liangjian Chen, Shih-Yao Lin, Yusheng Xie, Hui Tang, Yufan Xue, Yen-Yu Lin, Xiaohui Xie, Wei Fan

BMVC, 2019.

Abstract

VTNFP: An Image-Based Virtual Try-On Network With Body and Clothing Feature Preservation

Ruiyun Yu, Xiaoqi Wang, Xiaohui Xie

ICCV, 10510-10519, 2019.

Abstract ICCV DOI

Adversarial deep structured nets for mass segmentation from mammograms

Wentao Zhu, Xiang Xiang, Trac D. Tran, Gregory D. Hager, Xiaohui Xie

ISBI, 847-850, 2018.

Automated pulmonary nodule detection using 3D deep convolutional neural networks

Hao Tang, Daniel R. Kim, Xiaohui Xie

ISBI, 523-526, 2018.

DeepEM: Deep 3D ConvNets with EM for Weakly Supervised Pulmonary Nodule Detection

Wentao Zhu, Yeeleng Scott Vang, Yufang Huang, Xiaohui Xie

MICCAI (2), 812-820, 2018.

DeepLung: Deep 3D Dual Path Nets for Automated Pulmonary Nodule Detection and Classification

Wentao Zhu, Chaochun Liu, Wei Fan, Xiaohui Xie

WACV, 673-681, 2018.

Structured Triplet Learning with POS-Tag Guided Attention for Visual Question Answering

Zhe Wang, Xiaoyi Liu, Liangjian Chen, Limin Wang, Yu Qiao, Xiaohui Xie, Charless C. Fowlkes

WACV, 1888-1896, 2018.