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Dit-Yan Yeung
Dit-Yan Yeung
Chair Professor, Department of CSE, HKUST, Hong Kong
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Convolutional LSTM network: A machine learning approach for precipitation nowcasting
X Shi, Z Chen, H Wang, DY Yeung, WK Wong, W Woo
Advances in Neural Information Processing Systems 28, 802-810, 2015
67672015
Super-resolution through neighbor embedding
H Chang, DY Yeung, Y Xiong
IEEE Computer Society Conference on Computer Vision and Pattern Recognition ¡¦, 2004
26482004
The visual object tracking vot2015 challenge results
M Kristan, J Matas, A Leonardis, M Felsberg, L Cehovin, G Fernandez, ...
Proceedings of the IEEE international conference on computer vision ¡¦, 2015
20072015
Collaborative deep learning for recommender systems
H Wang, N Wang, DY Yeung
Twenty-First ACM SIGKDD Conference on Knowledge Discovery and Data Mining ¡¦, 2015
16852015
Learning a deep compact image representation for visual tracking
N Wang, DY Yeung
Advances in Neural Information Processing Systems 26, 809-817, 2013
12262013
Constructive algorithms for structure learning in feedforward neural networks for regression problems
TY Kwok, DY Yeung
IEEE Transactions on Neural Networks 8 (3), 630-645, 1997
6701997
Human action recognition using factorized spatio-temporal convolutional networks
L Sun, K Jia, DY Yeung, BE Shi
Proceedings of the IEEE international conference on computer vision, 4597-4605, 2015
6392015
Robust path-based spectral clustering
H Chang, DY Yeung
Pattern Recognition 41 (1), 191-203, 2008
6162008
SVC2004: First international signature verification competition
DY Yeung, H Chang, Y Xiong, S George, R Kashi, T Matsumoto, G Rigoll
Biometric Authentication: First International Conference, ICBA 2004, Hong ¡¦, 2004
5902004
Host-based intrusion detection using dynamic and static behavioral models
DY Yeung, Y Ding
Pattern Recognition 36 (1), 229-243, 2003
5792003
Deep learning for precipitation nowcasting: A benchmark and a new model
X Shi, Z Gao, L Lausen, H Wang, DY Yeung, W Wong, W Woo
Advances in Neural Information Processing Systems 30, 5620-5630, 2017
5752017
GaAN: Gated attention networks for learning on large and spatiotemporal graphs
J Zhang, X Shi, J Xie, H Ma, I King, DY Yeung
arXiv preprint arXiv:1803.07294, 2018
5282018
A convex formulation for learning task relationships in multi-task learning
Y Zhang, DY Yeung
Twenty-Sixth Conference on Uncertainty in Artificial Intelligence (UAI 2010), 2010
4932010
Mathematical expression recognition: a survey
KF Chan, DY Yeung
International Journal on Document Analysis and Recognition 3, 3-15, 2000
4542000
Dynamic key-value memory networks for knowledge tracing
J Zhang, X Shi, I King, DY Yeung
Proceedings of the 26th international conference on World Wide Web, 765-774, 2017
4272017
Understanding and diagnosing visual tracking systems
N Wang, J Shi, DY Yeung, J Jia
Proceedings of the IEEE international conference on computer vision, 3101-3109, 2015
4222015
Parzen-window network intrusion detectors
DY Yeung, C Chow
Sixteenth International Conference on Pattern Recognition (ICPR 2002) 4, 385-388, 2002
4072002
Transferring rich feature hierarchies for robust visual tracking
N Wang, S Li, A Gupta, DY Yeung
arXiv preprint arXiv:1501.04587, 2015
3682015
Devnet: A deep event network for multimedia event detection and evidence recounting
C Gan, N Wang, Y Yang, DY Yeung, AG Hauptmann
Proceedings of the IEEE Conference on Computer Vision and Pattern ¡¦, 2015
3562015
Objective functions for training new hidden units in constructive neural networks
TY Kwok, DY Yeung
IEEE Transactions on Neural Networks 8 (5), 1131-1148, 1997
2841997
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