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
6972012
Truncated Power Method for Sparse Eigenvalue Problems.
XT Yuan, T Zhang
Journal of Machine Learning Research 14 (4), 2013
2472013
Robust feature extraction via information theoretic learning
XT Yuan, BG Hu
Proceedings of the 26th annual international conference on machine learning …, 2009
1442009
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
1242012
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
1222007
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
1192017
Gradient hard thresholding pursuit for sparsity-constrained optimization
X Yuan, P Li, T Zhang
International Conference on Machine Learning, 127-135, 2014
1172014
Accelerated low-rank visual recovery by random projection
Y Mu, J Dong, X Yuan, S Yan
CVPR 2011, 2609-2616, 2011
1032011
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
1002014
Efficient subspace segmentation via quadratic programming
S Wang, X Yuan, T Yao, S Yan, J Shen
Proceedings of the AAAI Conference on Artificial Intelligence 25 (1), 2011
812011
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
662014
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
642016
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
642010
Hyperspectral image classification using spectral-spatial LSTMs
F Zhou, R Hang, Q Liu, X Yuan
Neurocomputing 328, 39-47, 2019
622019
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
Gradient Hard Thresholding Pursuit.
XT Yuan, P Li, T Zhang
J. Mach. Learn. Res. 18, 166:1-166:43, 2017
562017
Training skinny deep neural networks with iterative hard thresholding methods
X Jin, X Yuan, J Feng, S Yan
arXiv preprint arXiv:1607.05423, 2016
492016
Principal component analysis based on non-parametric maximum entropy
R He, B Hu, XT Yuan, WS Zheng
Neurocomputing 73 (10-12), 1840-1852, 2010
482010
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
472011
Agglomerative mean-shift clustering
XT Yuan, BG Hu, R He
IEEE Transactions on Knowledge and Data Engineering 24 (2), 209-219, 2010
472010
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Articles 1–20