PhD Candidate
Nanyang Technological University
Algorithm Researcher @ SenseTime
SenseTime Industrial Post-graduate Program (IPP)
Email: zhangjunzhetom [at] gmail.com
I am currently a PhD candidate at College of Computing and Data Science, Nanyang Technological University (NTU), Singapore.
I am affiliated with MMLab@NTU and S-Lab. I am under the supervision of Prof. Chen Change Loy and Prof. Chai Kiat Yeo, and I also work closely with Prof. Bo Dai. I am also an Algorithm Researcher at SenseTime, and am under the SenseTime Industrial Post-graduate Program (IPP).
Prior to my PhD journey, I served as a Research Assistant at School of Computing(SoC), NUS (2017-2018) and a Research Engineer at PayPal (2018-2019). I received my B.Eng in Chemical Engineering (2011-2015) and M.Comp in Computer Science (2017-2018) both in National Univerisity of Sinapore (NUS).
My research interests include computer vision and deep learning, especially generative AI and 3D computer vision.
I serve as a reviewer for CVPR, ICCV, ECCV and NeurIPS.
DeformToon3D: Deformable 3D Toonification from Neural Radiance Fields
Junzhe Zhang*, Yushi Lan*, Shuai Yang, Fangzhou Hong, Quan Wang, Chai Kiat Yeo, Ziwei Liu, Chen Change Loy
International Conference on Computer Vision, 2023 (ICCV)
[Paper]
[Project Page]
[Code]
Monocular 3D Object Reconstruction with GAN Inversion
Junzhe Zhang, Daxuan Ren, Zhongang Cai, Chai Kiat Yeo, Bo Dai, Chen Change Loy
European Conference on Computer Vision, 2022 (ECCV)
[Paper]
[Project Page]
[Code]
[Youtube]
Density-aware Chamfer Distance as a Comprehensive Metric for Point Cloud Completion
Tong Wu, Liang Pan, Junzhe Zhang, Tai Wang, Ziwei Liu, Dahua Lin
Advances in Neural Information Processing Systems, 2021 (NeurIPS)
[Paper]
[Project Page]
[Code]
DCSG-Stump: A Learning Friendly CSG-Like Representation for Interpretable Shape Parsing
Daxuan Ren, Jianmin Zheng, Jianfei Cai, Jiatong Li, Haiyong Jiang, Zhongang Cai, ,Junzhe Zhang,, Liang Pan, Mingyuan Zhang, Haiyu Zhao, Shuai Yi
International Conference on Computer Vision, 2021 (ICCV)
[Paper]
[Project Page]
[Code]
Variational Relational Point Completion Network
Liang Pan, Xinyi Chen, Zhongang Cai, Junzhe Zhang, Haiyu Zhao, Shuai Yi, Ziwei Liu
Computer Vision and Pattern Recognition, 2021 (CVPR Oral)
[Paper]
[Project Page]
[Code]
Unsupervised 3D Shape Completion through GAN Inversion
Junzhe Zhang, Xinyi Chen, Zhongang Cai, Liang Pan, Haiyu Zhao, Shuai Yi, Chai Kiat Yeo, Bo Dai, Chen Change Loy
Computer Vision and Pattern Recognition, 2021 (CVPR)
[Paper]
[Project Page]
[Code]
MessyTable: Instance Association in Multiple Camera Views