I am a Research Scientist at Google. My research interests lie at the intersection of computer vision, computer graphics, and machine learning. Recently, I focus on empowering 3D vision and perception via machine learning, including dense depth estimation, 3D shape analysis, and 3D scene understanding. I received my Ph.D. in Computer Science from Princeton University, advised by Professor Thomas Funkhouser. Before that, I received a Bachelor degree from Dept. Automation in Tsinghua University, and a Master degree from Dept. ECE in National University of Singapore co-supervised by Prof. Ping Tan and Prof. Shuicheng Yan.
Email: | yindanospamz (at) gmail (dot) com |
Find me on: |
2021.03 | Five papers (2 Orals + 3 Posters) are accepted by CVPR2021. |
2020.07 | Three papers are accepted by ECCV2020. |
2020.04 | Our deep learning depth refinement solution is checked in Pixel4 front-facing camera to support computational photography and AR applications. Learn more here: Google AI blogpost. |
2020.02 | Pixel2Mesh is accepted by IEEE Transactions of Pattern Analysis and Machine Intelligence. |
2020.02 | Four papers are accepted by CVPR2020. |
2019.12 | Our deep learning based solution for image based depth estimation has been deloyed on Google Pixel4 for Portrait Mode. Check this Google AI blogpost for more details. |
2019.07 | Pixel2Mesh++ is accepted by ICCV2019. Check here for the paper. |
2019.03 | DeepLidar paper is accepted by CVPR2019. |
2018.12 | I started working at Google as a Research Scientist. |
2018.11 | I obtain Ph.D degree from Princeton University. |
2018.11 | I am awarded as Siebel Scholar Class of 2019. |
2018.07 | ActiveStereoNet is accepted as oral presentation by ECCV 2018. |
2018.07 | Pixel2Mesh is accepted by ECCV 2018. |
Y. Zhang, N. Wadhwa, S. Orts-Escolano, C. haene, S. Fanello, R. Garg
European Conference on Computer Vision (ECCV 2020)
[Paper] [Project Webpage]
X. Wei*, Y. Zhang*, Z. Li*, Y. Fu, X. Xue
European Conference on Computer Vision (ECCV 2020)
[Paper] [Project Webpage] [Codes]
W. Zhang, W. Zhang, Y. Zhang
European Conference on Computer Vision (ECCV 2020)
P. Dai, Z. Li, Y. Zhang, S. Liu, B. Zeng
IEEE Transactions on Image Processing, 16 Apr 2020, DOI: 10.1109/TIP.2020.2987169.
[Paper]
J. Wang, C. Wen, Y. Fu, H. Lin, T. Zou, X. Xue, Y. Zhang
Computer Vision and Pattern Recognition (CVPR 2020)
D. Tang, S. Singh, P. Chou, C. Haene, M. Dou, S. Fanello, J. Taylor, P. Davidson, O. Guleryuz, Y. Zhang, S. Izadi, A. Tagliasacchi, S. Bouaziz, C. Keskin
Computer Vision and Pattern Recognition (CVPR 2020)
[Paper] [Project Webpage] [Video]
P. Dai*, Y. Zhang*, Z. Li*, S. Liu, B. Zeng
Computer Vision and Pattern Recognition (CVPR 2020)
[Paper] [Project Webpage] [Code and Data] [Poster] [Video]
S. Liu, Y. Zhang, S. Peng, B. Shi, M. Pollefeys, Z. Cui
Computer Vision and Pattern Recognition (CVPR 2020)
[Paper] [Supplementary Material] [Code and Data] [Project Webpage] [Video] [Poster] [Slides]
C. Wen*, Y. Zhang*, Z. Li*, Y. Fu
International Conference on Computer Vision (ICCV 2019)
J. Qiu*, Z. Cui*, Y. Zhang*, X. Zhang, S. Liu, B. Zeng, M. Pollefeys
Computer Vision and Pattern Recognition (CVPR 2019)
[Paper] [Code and Data]
Y. Zhang, S. Khamis, C. Rhemann, J. Valentin, A. Kowdle, V. Tankovich, M. Schoenberg, S. Izadi, T. Funkhouser, S. Fanello
European Conference on Computer Vision (ECCV 2018)
[Paper] [Supplimentary] [Arxiv] [Slides] [Oral Presentation] [Project Webpage]
N. Wang*, Y. Zhang*, Z. Li*, Y. Fu, W. Liu, Y. Jiang
European Conference on Computer Vision (ECCV 2018)
IEEE Transactions on Pattern Analysis and Machine Intelligence, 02 Apr 2020, DOI: 10.1109/TPAMI.2020.2984232.
[Paper] [Arxiv] [Code] [Project Webpage]
Y. Zhang, T. Funkhouser
Computer Vision and Pattern Recognition (CVPR 2018)
[Paper] [Supplimentary] [Arxiv] [Spotlight Presentation] [Project Webpage] [Code]
A. Chang, A. Dai, T. Funkhouser, M. Halber, M. Niessner, M. Savva, S. Song, A. Zeng, Y. Zhang
International Conference on 3D Vision (3DV 2017)
[Paper] [Arxiv] [Project Webpage]
Y. Zhang, S. Song, E. Yumer, M. Savva, J. Lee, H. Jin, T. Funkhouser
Computer Vision and Pattern Recognition (CVPR 2017)
[Paper] [Supplimentary] [Arxiv] [Project Webpage] [Code]
Y. Zhang, M. Bai, P. Kohli, S. Izadi, J. Xiao
International Conference on Computer Vision (ICCV 2017)
[Paper] [Supplimentary] [Arxiv] [Project Webpage] [Video Youtube] [Video Download]
X. Deng*, S. Yang*, Y. Zhang*, P. Tan, L. Chang, H. Wang
arXiv:1704.02224 [cs.CV] (7 Apr 2017)
[Paper] [Project Webpage]
X. Deng, Y. Zhang, S. Yang, P. Tan, L. Chang, Y. Yuan, H. Wang
IEEE Transactions on Image Processing, 04 Dec 2017, DOI: 10.1109/TIP.2017.2779600.
[Paper] [Project Webpage]
F. Yu, A. Seff, Y. Zhang, S. Song, T. Funkhouser, J. Xiao
arXiv:1506.03365 [cs.CV] 10 Jun 2015
[Paper] [Project Webpage]
P. Xu, K. A. Ehinger, Y. Zhang, A. Finkelstein, S. R. Kulkarni, J. Xiao
arXiv:1504.06755 [cs.CV] 25 Apr 2015
[Paper] [Supplimentary] [Video Youtube] [Video Download] [Project Webpage]
Y. Zhang, S. Song, P. Tan, and J. Xiao
European Conference on Computer Vision (ECCV 2014)
[Paper] [Supplimentary] [Oral Presentation] [Conference Talk] [Detailed Video Youtube] [Detailed Video Download (8min)] [Short Video Download (1min)] [Project Webpage]
Y. Zhang, J. Xiao, J. Hays, P. Tan
Computer Vision and Pattern Recognition (CVPR 2013)
Ph.D. in Department of Computer Science
09/2014--11/2018
M.Eng. in Department of Electrical and Computer Engineering
01/2010--01/2013
Research Intern
05/2010--08/2011
B.Eng. in Department of Automation
08/2005--08/2009
CVPR, ECCV, ICCV, SIGGRAPH, NIPS, AAAI, BMVC, 3DV, ACCV, ICPR, ICRA
PAMI, IJCV, TOG, MVAP, TIP, NEUCOM
Email: | yindanospamz (at) gmail (dot) com |
Address: | 1600 Amphitheatre Pkwy, |
Mountain View, CA, US, 94043 | |