Deying Kong

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

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

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

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

Deep Learning Models On Hand Pose Estimation and Mesh Reconstruction From RGB Images

Deying Kong

PhD Thesis, University of California, Irvine, 2022.

Abstract PDF

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

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.

Abstract CVPR 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