Haoyu Ma

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.

Abstract WACV DOI

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.

Abstract PDF WACV arXiv DOI

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

Instance Tracking in 3D Scenes from Egocentric Videos

Yunhan Zhao, Haoyu Ma, Shu Kong, Charless C. Fowlkes

CVPR, 21933-21944, 2024.

Abstract PDF CVPR arXiv DOI

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.

Abstract CVPR DOI

Towards Efficient Deep Learning for Human-Centric Visual Understanding and Generation

Haoyu Ma

PhD Thesis, University of California, Irvine, 2024.

Abstract PDF

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.

Abstract PDF WACV arXiv DOI

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.

Abstract PDF DOI

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.

Abstract WACV DOI

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.

Abstract WACV DOI

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.

Abstract CVPR DOI

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.

Abstract PDF arXiv DOI

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.

Abstract PDF DOI

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.

Abstract PDF DOI

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.

Abstract PDF WACV arXiv DOI

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

Deying Kong, Haoyu Ma, Yifei Chen, Xiaohui Xie

WACV, 1535-1544, 2020.

Abstract WACV DOI

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

Deying Kong, Haoyu Ma, Xiaohui Xie

BMVC, 2020.

Abstract PDF arXiv DOI

Adaptive Graphical Model Network for 2D Handpose Estimation

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

BMVC, 2019.

Abstract PDF arXiv

Publications