Publications(Google Scholar Profile)

* Joint first author # Corresponding author

Conference Paper

DPHMs: Diffusion Parametric Head Models for Depth-based Tracking
Jiapeng Tang, Angela Dai, Yinyu Nie, Lev Markhasin, Justus Thies, Matthias Nießner. CVPR 2024. [arXiv] [Homepage] [Video] [Code]

Motion2VecSets: 4D Latent Vector Set Diffusion for Non-rigid Shape Reconstruction and Tracking
Wei Cao*, Chang Luo*, Biao Zhang, Matthias Nießner, Jiapeng Tang#. CVPR 2024, supervising master thesis project. [arXiv] [Homepage] [Video] [Code]

DiffuScene: Denoising Diffusion Models for Generative Indoor Scene Synthesis
Jiapeng Tang, Yinyu Nie, Lev Markhasin, Angela Dai, Justus Thies, Matthias Nießner. CVPR 2024. [arXiv] [Homepage] [Video] [Code]

3DShape2VecSet: A 3D Shape Representation for Neural Fields and Generative Diffusion Models
Biao Zhang, Jiapeng Tang, Matthias Niessner, Peter Wonka. SIGGRAPH/ToG 2023. [arXiv] [Homepage] [Video] [Code]

RGBD2: Generative Scene Synthesis via Incremental View Inpainting Using RGBD Diffusion Models
Jiabao Lei, Jiapeng Tang, Kui Jia. CVPR 2023. [PDF] [Homepage] [Video] [Code]

Neural Shape Deformation Priors
Jiapeng Tang, Lev Markhasin, Bi Wang, Justus Thies, Matthias Nießner. NeurIPS 2022 Spotlight. [arXiv] [Homepage] [Video] [Code]

PVSeRF: Joint Pixel-, Voxel- and Surface-Aligned Radiance Field for Single-Image Novel View Synthesis
Xianggang Yu, Jiapeng Tang, Yipeng Qin, Chenghong Li, Linchao Bao, Xiaoguang Han, Shuguang Cui. ACM MM 2022. [PDF]

SA-ConvONet: Sign-Agnostic Optimization of Convolutional Occupancy Networks
Jiapeng Tang, Jiabao Lei, Dan Xu, Feiying Ma, Kui Jia, Lei Zhang. ICCV 2021 Oral. [arXiv] [PDF] [Supple] [Homepage] [Video] [Slides] [Code]

Learning Parallel Dense Correspondence from Spatio-Temporal Descriptors for Efficient and Robust 4D Reconstruction
Jiapeng Tang, Dan Xu, Kui Jia, Lei Zhang. CVPR 2021. [arXiv] [PDF] [Homepage] [Video] [Slides] [Code]

Deep Mesh Reconstruction from Single RGB Images via Topology Modification Networks
Junyi Pan, Xiaoguang Han, Weikai Chen, Jiapeng Tang, Kui Jia. ICCV 2019. [PDF] [Code]

A Skeleton-bridged Deep Learning Approach for Generating Meshes of Complex Topologies from Single RGB Images
Jiapeng Tang*, Xiaoguang Han*, Junyi Pan, Kui Jia, Xin Tong. CVPR 2019 Oral. [PDF] [arXiv] [Slides] [Code]

Journal Paper

SkeletonNet: A Topology-Preserving Solution for Learning Mesh Reconstruction of Object Surfaces from RGB Images
Jiapeng Tang*, Xiaoguang Han*, Mingkui Tan, Xin Tong, Kui Jia. IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021. [PDF] [arXiv] [Code]