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Jianfei Cai
Jianfei Cai
Professor of Data Science & AI, Monash University
Verified email at monash.edu - Homepage
Title
Cited by
Cited by
Year
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
91732018
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
13962020
Auto-encoding scene graphs for image captioning
X Yang, K Tang, H Zhang, J Cai
2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR …, 2019
11092019
Mvsplat: Efficient 3d gaussian splatting from sparse multi-view images
Y Chen, H Xu, C Zheng, B Zhuang, M Pollefeys, A Geiger, TJ Cham, J Cai
European conference on computer vision, 370-386, 2024
9132024
Gmflow: Learning optical flow via global matching
H Xu, J Zhang, J Cai, H Rezatofighi, D Tao
2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR …, 2022
8272022
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
2019 IEEE/CVF International Conference on Computer Vision (ICCV), 2272-2281, 2019
7432019
Pluralistic image completion
C Zheng, TJ Cham, J Cai
2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR …, 2019
7302019
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
2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR …, 2019
6752019
A survey of adaptive sampling for global metamodeling in support of simulation-based complex engineering design: H. Liu et al.
H Liu, YS Ong, J Cai
Structural and Multidisciplinary Optimization 57 (1), 393-416, 2018
6012018
Mutual consistency learning for semi-supervised medical image segmentation
Y Wu, Z Ge, D Zhang, M Xu, L Zhang, Y Xia, J Cai
Medical image analysis 81, 102530, 2022
5852022
Unifying flow, stereo and depth estimation
H Xu, J Zhang, J Cai, H Rezatofighi, F Yu, D Tao, A Geiger
IEEE Transactions on Pattern Analysis and Machine Intelligence 45 (11 …, 2023
5192023
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
5102018
Semi-supervised left atrium segmentation with mutual consistency training
Y Wu, M Xu, Z Ge, J Cai, L Zhang
International Conference on Medical Image Computing and Computer-Assisted …, 2021
5032021
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
5022002
Scene graph generation with external knowledge and image reconstruction
J Gu, H Zhao, Z Lin, S Li, J Cai, M Ling
2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR …, 2019
4422019
Exploring smoothness and class-separation for semi-supervised medical image segmentation
Y Wu, Z Wu, Q Wu, Z Ge, J Cai
International conference on medical image computing and computer-assisted …, 2022
4412022
Remarks on multi-output Gaussian process regression
H Liu, J Cai, YS Ong
Knowledge-Based Systems 144, 102-121, 2018
4282018
Fast vision transformers with hilo attention
Z Pan, J Cai, B Zhuang
Advances in neural information processing systems 35, 14541-14554, 2022
4252022
Weakly-supervised 3d hand pose estimation from monocular rgb images
Y Cai, L Ge, J Cai, J Yuan
European Conference on Computer Vision, 678-694, 2018
4122018
Hac: Hash-grid assisted context for 3d gaussian splatting compression
Y Chen, Q Wu, W Lin, M Harandi, J Cai
European Conference on Computer Vision, 422-438, 2024
3662024
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