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Publications
Full publications can also be found in my Google Scholar.
2024
Chen Yang*, Sikuang Li*, Jiemin Fang, Ruofan Liang, Lingxi Xie, Xiaopeng Zhang, Wei Shen, Qi Tian.
GaussianObject: High-Quality 3D Object Reconstruction from Four Views with Gaussian Splatting.
ACM Trans. Graphics (Siggraph Asia), 2024.
Chen Yang*, Kailing Wang*, Yuehao Wang, Sikuang Li, Yan Wang, Qi Dou, Xiaokang Yang, Wei Shen.
EndoGSLAM: Real-time Dense Reconstruction and Tracking in Endoscopic Surgeries using Gaussian Splatting.
MICCAI, 2024.
Chen Yang, Kailing Wang, Yuehao Wang, Qi Dou, Xiaokang Yang, Wei Shen.
Efficient Deformable Tissue Reconstruction via Orthogonal Neural Plane.
IEEE Trans. Medical Imaging (TMI), 2024.
Yichao Yan, Zanwei Zhou, Zi Wang, Chen Yang, Jingnan Gao, Xiaokang Yang.
DialogueNeRF: Towards Realistic Avatar Face-to-Face Conversation Video Generation.
Visual Intelligence, 2024.
Chen Yang, Haoyu Zhao, Hao Wang, Xingyue Zhao, Wei Shen.
SG-GS: Photo-realistic Animatable Human Avatars with Semantically-Guided Gaussian Splatting.
arXiv preprint, 2024.
Chen Yang, Haoyu Zhao, Hao Wang, Wei Shen.
CHASE: 3D-Consistent Human Avatars with Sparse Inputs via Gaussian Splatting and Contrastive Learning.
arXiv preprint, 2024.
2023
Jiazhong Cen*, Zanwei Zhou*, Jiemin Fang, Chen Yang, Wei Shen, Lingxi Xie, Dongsheng Jiang, Xiaopeng Zhang, Qi Tian.
Segment Anything in 3D with NeRFs.
NeurIPS, 2023.
Chen Yang, Kailing Wang, Yuehao Wang, Xiaokang Yang, Wei Shen.
Neural LERplane Representations for Fast 4D Reconstruction of Deformable Tissues.
MICCAI, 2023. (Oral, Young Scientist Award)
Chen Yang, Peihao Li, Zanwei Zhou, Shanxin Yuan, Bingbing Liu, Xiaokang Yang, Weichao Qiu, Wei Shen.
NeRFVS: Neural Radiance Fields for Free View Synthesis via Geometry Scaffolds.
CVPR, 2023.
Peihao Li, Shaohui Wang, Chen Yang, Bingbing Liu, Weichao Qiu, Haoqian Wang.
NeRF-MS: Neural Radiance Fields with Multi-Sequence.
ICCV, 2023.
Jiazhong Cen, Jiemin Fang, Chen Yang, Lingxi Xie, Xiaopeng Zhang, Wei Shen, Qi Tian.
Segment Any 3D Gaussians.
arXiv preprint, 2023.
2022
Chen Yang, Shun-Yu Yao, Zan-Wei Zhou, Bin Ji, Guang-Tao Zhai, Wei Shen.
Poxture: Human Posture Imitation Using Neural Texture.
IEEE Trans. Circuits and Systems for Video Technology (TCSVT), 2022.
Zanwei Zhou, Ruizhe Zhong, Chen Yang, Yan Wang, Xiaokang Yang, Wei Shen.
A k-variate Time Series is Worth k Words: Evolution of the Vanilla Transformer Architecture for Long-term Multivariate Time Series Forecasting.
arXiv preprint, 2022.
Ruofan Liang, Jiahao Zhang, Haoda Li, Chen Yang, Yushi Guan, Nandita Vijaykumar.
SPIDR: SDF-based Neural Point Fields for Illumination and Deformation.
CVPR Workshop, 2022.
2021
Bin Ji, Chen Yang, Shunyu Yao, Ye Pan.
HPOF: 3D Human Pose Recovery from Monocular Video with Optical Flow.
ICMR, 2021.
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