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Jianfei Cai
Jianfei Cai
Professor of Data Science & AI, Monash University
Adresse e-mail validée de monash.edu - Page d'accueil
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Recent advances in convolutional neural networks
J Gu, Z Wang, J Kuen, L Ma, A Shahroudy, B Shuai, T Liu, X Wang, ...
Pattern recognition 77, 354-377, 2018
67372018
When Gaussian process meets big data: A review of scalable GPs
H Liu, YS Ong, X Shen, J Cai
IEEE transactions on neural networks and learning systems 31 (11), 4405-4423, 2020
9132020
Auto-encoding scene graphs for image captioning
X Yang, K Tang, H Zhang, J Cai
Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2019
8712019
Pluralistic image completion
C Zheng, TJ Cham, J Cai
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2019
6072019
3d hand shape and pose estimation from a single rgb image
L Ge, Z Ren, Y Li, Z Xue, Y Wang, J Cai, J Yuan
Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2019
5342019
Exploiting spatial-temporal relationships for 3d pose estimation via graph convolutional networks
Y Cai, L Ge, J Liu, J Cai, TJ Cham, J Yuan, NM Thalmann
Proceedings of the IEEE/CVF international conference on computer vision …, 2019
5252019
Joint source channel rate-distortion analysis for adaptive mode selection and rate control in wireless video coding
Z He, J Cai, CW Chen
IEEE Transactions on circuits and systems for video technology 12 (6), 511-523, 2002
4982002
Look, imagine and match: Improving textual-visual cross-modal retrieval with generative models
J Gu, J Cai, SR Joty, L Niu, G Wang
Proceedings of the IEEE conference on computer vision and pattern …, 2018
4652018
A survey of adaptive sampling for global metamodeling in support of simulation-based complex engineering design
H Liu, YS Ong, J Cai
Structural and Multidisciplinary Optimization 57, 393-416, 2018
4372018
Gmflow: Learning optical flow via global matching
H Xu, J Zhang, J Cai, H Rezatofighi, D Tao
Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2022
3672022
Scene graph generation with external knowledge and image reconstruction
J Gu, H Zhao, Z Lin, S Li, J Cai, M Ling
Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2019
3672019
Weakly-supervised 3d hand pose estimation from monocular rgb images
Y Cai, L Ge, J Cai, J Yuan
Proceedings of the European conference on computer vision (ECCV), 666-682, 2018
3472018
Beyond pixels: A comprehensive survey from bottom-up to semantic image segmentation and cosegmentation
H Zhu, F Meng, J Cai, S Lu
Journal of Visual Communication and Image Representation 34, 12-27, 2016
3042016
Remarks on multi-output Gaussian process regression
H Liu, J Cai, YS Ong
Knowledge-Based Systems 144, 102-121, 2018
2872018
Admission control in IEEE 802.11 e wireless LANs
D Gao, J Cai, KN Ngan
IEEE network 19 (4), 6-13, 2005
2792005
HMM-based audio keyword generation
M Xu, LY Duan, J Cai, LT Chia, C Xu, Q Tian
Pacific-Rim Conference on Multimedia, 566-574, 2004
2412004
Weakly supervised fine-grained categorization with part-based image representation
Y Zhang, XS Wei, J Wu, J Cai, J Lu, VA Nguyen, MN Do
IEEE Transactions on Image Processing 25 (4), 1713-1725, 2016
239*2016
Cnn-based real-time dense face reconstruction with inverse-rendered photo-realistic face images
Y Guo, J Cai, B Jiang, J Zheng
IEEE transactions on pattern analysis and machine intelligence 41 (6), 1294-1307, 2018
2372018
Stack-captioning: Coarse-to-fine learning for image captioning
J Gu, J Cai, G Wang, T Chen
Proceedings of the AAAI conference on artificial intelligence 32 (1), 2018
2252018
T2net: Synthetic-to-realistic translation for solving single-image depth estimation tasks
C Zheng, TJ Cham, J Cai
Proceedings of the European conference on computer vision (ECCV), 767-783, 2018
2172018
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