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Xiao-Tong Yuan
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Year
Visual classification with multitask joint sparse representation
XT Yuan, X Liu, S Yan
IEEE Transactions on Image Processing 21 (10), 4349-4360, 2012
7502012
Truncated power method for sparse eigenvalue problems.
XT Yuan, T Zhang
Journal of Machine Learning Research 14 (4), 2013
2832013
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
2132017
Robust feature extraction via information theoretic learning
XT Yuan, BG Hu
Proceedings of the 26th annual international conference on machine learning …, 2009
1582009
Hyperspectral image classification using spectral-spatial LSTMs
F Zhou, R Hang, Q Liu, X Yuan
Neurocomputing 328, 39-47, 2019
1452019
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
1372012
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
1322007
Gradient hard thresholding pursuit for sparsity-constrained optimization
X Yuan, P Li, T Zhang
International Conference on Machine Learning, 127-135, 2014
1302014
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
1102014
Accelerated low-rank visual recovery by random projection
Y Mu, J Dong, X Yuan, S Yan
CVPR 2011, 2609-2616, 2011
1042011
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
932014
Efficient subspace segmentation via quadratic programming
S Wang, X Yuan, T Yao, S Yan, J Shen
Twenty-Fifth AAAI Conference on Artificial Intelligence, 2011
922011
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
762016
Efficient meta learning via minibatch proximal update
P Zhou, X Yuan, H Xu, S Yan, J Feng
Advances in Neural Information Processing Systems 32, 2019
752019
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
742011
Gradient Hard Thresholding Pursuit.
XT Yuan, P Li, T Zhang
J. Mach. Learn. Res. 18 (1), 6027-6069, 2017
712017
Training skinny deep neural networks with iterative hard thresholding methods
X Jin, X Yuan, J Feng, S Yan
arXiv preprint arXiv:1607.05423, 2016
692016
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
672010
Agglomerative mean-shift clustering
XT Yuan, BG Hu, R He
IEEE Transactions on Knowledge and Data Engineering 24 (2), 209-219, 2010
582010
Principal component analysis based on non-parametric maximum entropy
R He, B Hu, XT Yuan, WS Zheng
Neurocomputing 73 (10-12), 1840-1852, 2010
522010
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Articles 1–20