Projects per year
Personal profile
Biography
Jianfei is a Professor at Faculty of IT, Monash University, where he currently serves as the Head for the Data Science & AI Department. Before that, he was a full professor, a cluster deputy director of Data Science & AI Research center (DSAIR), Head of Visual and Interactive Computing Division and Head of Computer Communications Division in Nanyang Technological University (NTU). His major research interests include computer vision, multimedia and visual computing. He has published more than 200 technical papers in international conferences and journals. He is a co-recipient of paper awards in ACCV, ICCM, IEEE ICIP and MMSP. He is currently at the editorial board of IJCV and has served as an Associate Editor for IEEE T-IP, T-MM, T-CSVT and Visual Computer as well as serving as Area Chair for CVPR, ICCV, ECCV, ACM Multimedia, IJCAI, ICME, ICIP and ISCAS. He was the Chair of IEEE CAS VSPC-TC during 2016-2018. He had also served as the leading TPC Chair for IEEE ICME 2012 and the best paper award committee chair/co-chair for IEEE T-MM 2020/2019. He is a Fellow of IEEE.
(Ad: Positions might be available for top PhD students and visiting students in computer vision and deep learning areas.)
(Personal webpage: https://jianfei-cai.github.io/)
(Google Scholar: https://scholar.google.com/citations?hl=en&user=N6czCoUAAAAJ)
(Office address: Room 201-B, 20 Exhibition Walk, Clayton VIC 3800)
(For DSAI Department matters, please send email to fit-dsai@monash.edu)
Education/Academic qualification
Electrical Engineering, Doctor of Philosophy, University of Missouri Columbia
Award Date: 19 May 2002
Electrical Engineering, Master of Engineering, Southeast University
Award Date: 24 Apr 1997
Electrical Engineering, Bachelor of Engineering, Nanjing University of Aeronautics and Astronautics
Award Date: 24 Jun 1994
Research area keywords
- visual computing
- computer vision
- vision and language
- 3D imaging and analysis
- deep learning
- Multimedia
Network
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Project 44 - Generative architectural design engine
Cruz Gambardella, C., Phung, D., McCormack, J., Cai, J., Murray, S., Weiss, K., Patterson, D., Huang, S. & Gribble, A.
12/04/22 → 11/04/25
Project: Research
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Auto-encoding and distilling scene graphs for image captioning
Yang, X., Zhang, H. & Cai, J., 1 May 2022, In: IEEE Transactions on Pattern Analysis and Machine Intelligence. 44, 5, p. 2313-2327 15 p.Research output: Contribution to journal › Article › Research › peer-review
1 Citation (Scopus) -
Causal attention for vision-language tasks
Yang, X., Zhang, H., Qi, G. & Cai, J., 2021, Proceedings - 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2021. Masson-Forsythe, M. & Mortensen, E. (eds.). Piscataway NJ USA: IEEE, Institute of Electrical and Electronics Engineers, p. 9842-9852 11 p. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition).Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research › peer-review
3 Citations (Scopus) -
Deconfounded Image Captioning: a causal retrospect
Yang, X., Zhang, H. & Cai, J., 21 Oct 2021, (Accepted/In press) In: IEEE Transactions on Pattern Analysis and Machine Intelligence. 14 p.Research output: Contribution to journal › Article › Research › peer-review
2 Citations (Scopus) -
Exploring uncertainty measures for image-caption embedding-and-retrieval task
Hama, K., Matsubara, T., Uehara, K. & Cai, J., Jun 2021, In: ACM Transactions on Multimedia Computing, Communications and Applications. 17, 2, 19 p., 46.Research output: Contribution to journal › Article › Research › peer-review
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Half-body portrait relighting with overcomplete lighting representation
Song, G., Cham, T-J., Cai, J. & Zheng, J., Sep 2021, In: Computer Graphics Forum. 40, 6, p. 371-381 11 p.Research output: Contribution to journal › Article › Research › peer-review