Hi! I am currently a postdoctoral research fellow at NExT++, School of Computing, National University of Singapore with Prof. Tat-Seng Chua.
2017 - 2021 I received Ph.D. from the ReLER Lab, University of Technology Sydney (UTS) , under the supervision of Prof. Yi Yang and Dr. Liang Zheng (co-supervisor).
2012 - 2016 I received my Bachelor’s degree from Fudan University in 2016, under the supervision of Prof. Xiangyang Xue.
2018, 2020 I was fortunate to spend my summer working with Xiaodong Yang (Nvida), Zhiding Yu (Nvidia), Jan Kautz (Nvidia), Minyue Jiang (Baidu) and Xiao Tan (Baidu).
Open-source projects can be found at my [Github], and publications can be found at SCI, SCOPUS, or Google Scholar.
More details can be found in my [CV].
If you are a NUS Undergraduate / Master student who is interested in doing research/project with me, please contact me via email with your CV. My current email address is zdzheng AT nus.edu.sg .
My work focuses on object retrieval and 2D/3D generation especially in a multi-camera environment.
The child understands a 3D object not from a still image, but multiple images / videos capturing the target of interest from different viewpoints.
News Two papers are accepted by TIP 2022. One paper to appear at CVPR 2022. We are holding the special session at ICME 2022 on Beyond Accuracy: Responsible, Responsive, and Robust Multimedia Retrieval. [Call for papers] My Ph.D. thesis was on the Chancellor's List. I was awarded 2021 IEEE Circuits and Systems Society Outstanding Young Author Award. Thanks a lot for supports and understanding from my supervisors and friends. [link] One paper on Uncertainty is accepted by IJCV 2021. [PDF] [code] We have released a new Drone-view Geo-localization Dataset, ACM Multimedia 2020. [PDF] [Dataset] [Video] [Slide] People live in a 3D world. Why not conduct representation learning in the 3D space? [arXiv] [code] We have achieved the 1st place in AICity Challenge Vehicle Re-id Track, CVPR 2020. [code] Two papers to appear at IJCAI 2020. [PDF1][code1][PDF2] [code2] One paper to appear at CVPR 2019 as oral presentation. [PDF][3-min video] [code]
Others Shanghai is my hometown, and it is a lovely place to have a sightseeing tour. I was a poster maker when I studied at Fudan University. You may check out them at Here. I sometimes write Chinese blogs and share insights at Zhihu.