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publications

Weakly supervised adversarial learning for 3D human pose estimation from point clouds

Published in TVCG, 2020

Recommended citation: Zihao Zhang, Lei Hu, Xiaoming Deng, and Shihong Xia. "Weakly supervised adversarial learning for 3D human pose estimation from point clouds." IEEE transactions on visualization and computer graphics 26, no. 5 (2020): 1851-1859. http://www.idengxm.com/paper/tvcg_2020.pdf

融合神经网络与数值计算的人体逆向运动学求解

Published in 中国科学: 数学, 2021

Recommended citation: 胡磊, 张子豪, and 夏时洪. "融合神经网络与数值计算的人体逆向运动学求解." 中国科学: 数学 51.1 (2021): 137-152. https://www.researchgate.net/profile/Shihong-Xia/publication/348438547_MNN-IK_Mixing_neural_network_and_numerical_IK_for_human_posing/links/6308d6ba61e4553b953dd60f/MNN-IK-Mixing-neural-network-and-numerical-IK-for-human-posing.pdf

Sequential 3D Human Pose Estimation Using Adaptive Point Cloud Sampling Strategy

Published in IJCAI, 2021

Recommended citation: Zihao Zhang, Lei Hu, Xiaoming Deng, and Shihong Xia. "Sequential 3D Human Pose Estimation Using Adaptive Point Cloud Sampling Strategy." In IJCAI, pp. 1330-1337. 2021. https://www.idengxm.com/paper/ijcai2021_bodypose.pdf

Spatio-temporal gating-adjacency GCN for human motion prediction

Published in CVPR, 2022

Recommended citation: Chongyang Zhong, Lei Hu, Zihao Zhang, Yongjing Ye, and Shihong Xia. "Spatio-temporal gating-adjacency GCN for human motion prediction." In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, pp. 6447-6456. 2022. http://openaccess.thecvf.com/content/CVPR2022/papers/Zhong_Spatio-Temporal_Gating-Adjacency_GCN_for_Human_Motion_Prediction_CVPR_2022_paper.pdf

Learning Uncoupled-Modulation CVAE for 3D Action-Conditioned Human Motion Synthesis

Published in ECCV, 2022

Recommended citation: Chongyang Zhong, Lei Hu, Zihao Zhang, and Shihong Xia. "Learning Uncoupled-Modulation CVAE for 3D Action-Conditioned Human Motion Synthesis." In Computer Vision–ECCV 2022: 17th European Conference, Tel Aviv, Israel, October 23–27, 2022, Proceedings, Part XXI, pp. 716-732. Cham: Springer Nature Switzerland, 2022. https://link.springer.com/chapter/10.1007/978-3-031-19803-8_42

Neural3Points: Learning to Generate Physically Realistic Full-body Motion for Virtual Reality Users

Published in CGF, 2022

Recommended citation: Yongjing Ye, Libin Liu, Lei Hu, Shihong Xia. "Neural3Points: Learning to Generate Physically Realistic Full-body Motion for Virtual Reality Users" Comput. Graph. Forum 41(8): 183-194 (2022) https://arxiv.org/pdf/2209.05753

Pose-aware Attention Network for Flexible Motion Retargeting by Body Part

Published in IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS, 2023

Recommended citation: Lei Hu, Zihao Zhang, Chongyang Zhong, Boyuan Jiang, and Shihong Xia. "Pose-Aware Attention Network for Flexible Motion Retargeting by Body Part." IEEE Transactions on Visualization and Computer Graphics (2023). https://hlcdyy.github.io/pan-motion-retargeting/

Diffusion‐based Human Motion Style Transfer with Semantic Guidance

Published in Proceedings of the ACM SIGGRAPH/Eurographics Symposium on Computer Animation, 2024

Recommended citation: Lei Hu, Zihao Zhang, Yongjing Ye, Yiwen Xu, and Shihong Xia. "Diffusion‐based Human Motion Style Transfer with Semantic Guidance. "SCA 24: Proceedings of the ACM SIGGRAPH/Eurographics Symposium on Computer Animation https://hlcdyy.github.io/diffusion-based-motion-style-transfer

teaching

Teaching experience 1

Undergraduate course, University 1, Department, 2014

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Teaching experience 2

Workshop, University 1, Department, 2015