Xinxing Xu
Xinxing Xu
Scientist, Institute of High Performance Computing (IHPC), A*STAR, Singapore
Verified email at ntu.edu.sg - Homepage
Title
Cited by
Cited by
Year
Improved recurrent neural networks for session-based recommendations
YK Tan, X Xu, Y Liu
Proceedings of the 1st workshop on deep learning for recommender systems, 17-22, 2016
3612016
Human gait recognition using patch distribution feature and locality-constrained group sparse representation
D Xu, Y Huang, Z Zeng, X Xu
IEEE Transactions on Image Processing 21 (1), 316-326, 2011
1462011
Soft margin multiple kernel learning
X Xu, IW Tsang, D Xu
IEEE transactions on neural networks and learning systems 24 (5), 749-761, 2013
1132013
AI for medical imaging goes deep
DSW Ting, Y Liu, P Burlina, X Xu, NM Bressler, TY Wong
Nature medicine 24 (5), 539-540, 2018
852018
Distance metric learning using privileged information for face verification and person re-identification
X Xu, W Li, D Xu
IEEE transactions on neural networks and learning systems 26 (12), 3150-3162, 2015
782015
Beyond spatial pyramids: A new feature extraction framework with dense spatial sampling for image classification
S Yan, X Xu, D Xu, S Lin, X Li
European Conference on Computer Vision, 473-487, 2012
592012
Laplacian-steered neural style transfer
S Li, X Xu, L Nie, TS Chua
Proceedings of the 25th ACM international conference on Multimedia, 1716-1724, 2017
522017
Artificial intelligence to detect papilledema from ocular fundus photographs
D Milea, RP Najjar, Z Jiang, D Ting, C Vasseneix, X Xu, M Aghsaei Fard, ...
New England Journal of Medicine 382 (18), 1687-1695, 2020
482020
Co-labeling for multi-view weakly labeled learning
X Xu, W Li, D Xu, IW Tsang
IEEE transactions on pattern analysis and machine intelligence 38 (6), 1113-1125, 2015
442015
Image classification with densely sampled image windows and generalized adaptive multiple kernel learning
S Yan, X Xu, D Xu, S Lin, X Li
IEEE transactions on cybernetics 45 (3), 381-390, 2014
372014
Transfer hashing with privileged information
JT Zhou, X Xu, SJ Pan, IW Tsang, Z Qin, RSM Goh
arXiv preprint arXiv:1605.04034, 2016
312016
Action and event recognition in videos by learning from heterogeneous web sources
L Niu, X Xu, L Chen, L Duan, D Xu
IEEE transactions on neural networks and learning systems 28 (6), 1290-1304, 2016
252016
Handling ambiguity via input-output kernel learning
X Xu, IW Tsang, D Xu
2012 IEEE 12th International Conference on Data Mining, 725-734, 2012
92012
Simple and efficient learning using privileged information
X Xu, JT Zhou, IW Tsang, Z Qin, RSM Goh, Y Liu
arXiv preprint arXiv:1604.01518, 2016
62016
Optic disc classification by deep learning versus expert neuro‐ophthalmologists
V Biousse, NJ Newman, RP Najjar, C Vasseneix, X Xu, DS Ting, LB Milea, ...
Annals of neurology 88 (4), 785-795, 2020
52020
Learning the object location, scale and view for image categorization with adapted classifier
S Yan, X Xu, Q Liu
Information Sciences 281, 661-673, 2014
32014
Referral for disease-related visual impairment using retinal photograph-based deep learning: a proof-of-concept, model development study
YC Tham, A Anees, L Zhang, JHL Goh, TH Rim, S Nusinovici, H Hamzah, ...
The Lancet Digital Health 3 (1), e29-e40, 2021
22021
Video concept detection using support vector machine with augmented features
X Xu, D Xu, IW Tsang
2010 Fourth Pacific-Rim Symposium on Image and Video Technology, 381-385, 2010
22010
Robust text detection in natural scenes using text geometry and visual appearance
SY Yan, XX Xu, QS Liu
International Journal of Automation and Computing 11 (5), 480-488, 2014
12014
Retinal photograph-based deep learning algorithms for myopia and a blockchain platform to facilitate artificial intelligence medical research: a retrospective multicohort study
TE Tan, A Anees, C Chen, S Li, X Xu, Z Li, Z Xiao, Y Yang, X Lei, M Ang, ...
The Lancet Digital Health 3 (5), e317-e329, 2021
2021
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