Xiao-Tong Yuan
Title
Cited by
Cited by
Year
Visual classification with multitask joint sparse representation
XT Yuan, X Liu, S Yan
IEEE Transactions on Image Processing 21 (10), 4349-4360, 2012
6612012
Truncated power method for sparse eigenvalue problems
XT Yuan, T Zhang
Journal of Machine Learning Research 14 (Apr), 899-925, 2013
2052013
Robust feature extraction via information theoretic learning
XT Yuan, BG Hu
Proceedings of the 26th annual international conference on machine learning …, 2009
1382009
Movie2comics: Towards a lively video content presentation
M Wang, R Hong, XT Yuan, S Yan, TS Chua
IEEE Transactions on Multimedia 14 (3), 858-870, 2012
1202012
Real-time object classification in video surveillance based on appearance learning
L Zhang, SZ Li, X Yuan, S Xiang
2007 IEEE Conference on Computer Vision and Pattern Recognition, 1-8, 2007
1062007
Gradient hard thresholding pursuit for sparsity-constrained optimization
X Yuan, P Li, T Zhang
International Conference on Machine Learning, 127-135, 2014
992014
Accelerated low-rank visual recovery by random projection
Y Mu, J Dong, X Yuan, S Yan
CVPR 2011, 2609-2616, 2011
962011
Visual tracking via weakly supervised learning from multiple imperfect oracles
B Zhong, H Yao, S Chen, R Ji, TJ Chin, H Wang
Pattern Recognition 47 (3), 1395-1410, 2014
882014
Bidirectional-convolutional LSTM based spectral-spatial feature learning for hyperspectral image classification
Q Liu, F Zhou, R Hang, X Yuan
Remote Sensing 9 (12), 1330, 2017
732017
Efficient subspace segmentation via quadratic programming
S Wang, X Yuan, T Yao, S Yan, J Shen
Twenty-Fifth AAAI Conference on Artificial Intelligence, 2011
722011
Video accessibility enhancement for hearing-impaired users
R Hong, M Wang, XT Yuan, M Xu, J Jiang, S Yan, TS Chua
ACM Transactions on Multimedia Computing, Communications, and Applications …, 2011
582011
Robust low-rank subspace segmentation with semidefinite guarantees
Y Ni, J Sun, X Yuan, S Yan, LF Cheong
2010 IEEE International Conference on Data Mining Workshops, 1179-1188, 2010
572010
Sparseness analysis in the pretraining of deep neural networks
J Li, T Zhang, W Luo, J Yang, XT Yuan, J Zhang
IEEE transactions on neural networks and learning systems 28 (6), 1425-1438, 2016
562016
Data processing and initial results of Chang'e-3 lunar penetrating radar
Y Su, GY Fang, JQ Feng, SG Xing, YC Ji, B Zhou, YZ Gao, H Li, S Dai, ...
Research in Astronomy and Astrophysics 14 (12), 1623, 2014
502014
Principal component analysis based on non-parametric maximum entropy
R He, B Hu, XT Yuan, WS Zheng
Neurocomputing 73 (10-12), 1840-1852, 2010
472010
Agglomerative mean-shift clustering
XT Yuan, BG Hu, R He
IEEE Transactions on Knowledge and Data Engineering 24 (2), 209-219, 2010
452010
Multi-label visual classification with label exclusive context
X Chen, XT Yuan, Q Chen, S Yan, TS Chua
2011 International Conference on Computer Vision, 834-841, 2011
432011
Training skinny deep neural networks with iterative hard thresholding methods
X Jin, X Yuan, J Feng, S Yan
arXiv preprint arXiv:1607.05423, 2016
402016
Partial gaussian graphical model estimation
XT Yuan, T Zhang
IEEE Transactions on Information Theory 60 (3), 1673-1687, 2014
392014
Robust discriminant analysis based on nonparametric maximum entropy
R He, BG Hu, XT Yuan
Asian Conference on Machine Learning, 120-134, 2009
372009
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