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James T. Kwok
James T. Kwok
Professor of Computer Science and Engineering, Hong Kong University of Science and Technology
Bestätigte E-Mail-Adresse bei cse.ust.hk - Startseite
Titel
Zitiert von
Zitiert von
Jahr
Domain adaptation via transfer component analysis
SJ Pan, IW Tsang, JT Kwok, Q Yang
IEEE Transactions on Neural Networks 22 (2), 199-210, 2011
46952011
Generalizing from a few examples: A survey on few-shot learning
Y Wang, Q Yao, JT Kwok, LM Ni
ACM Computing Surveys (CSUR) 53 (3), 1-34, 2020
28962020
Core vector machines: Fast SVM training on very large data sets
IW Tsang, JT Kwok, PM Cheung
Journal of Machine Learning Research 6 (Apr), 363-392, 2005
14022005
Core vector machines: Fast SVM training on very large data sets
IW Tsang, JT Kwok, PM Cheung
Journal of Machine Learning Research 6 (Apr), 363-392, 2005
14022005
Transfer Learning via Dimensionality Reduction.
SJ Pan, JT Kwok, Q Yang
AAAI 8, 677-682, 2008
8592008
Constructive algorithms for structure learning in feedforward neural networks for regression problems
Y Kwok
IEEE Transactions on Neural Networks 8 (3), 630-645, 1997
6911997
The pre-image problem in kernel methods
JT Kwok, IW Tsang
ICML, 408-415, 2003
6092003
Combination of images with diverse focuses using the spatial frequency
S Li, JT Kwok, Y Wang
Information fusion 2 (3), 169-176, 2001
5282001
The pre-image problem in kernel methods
Kwok
IEEE Transactions on Neural Networks 15 (6), 1517-1525, 2004
4952004
Asynchronous Distributed ADMM for Consensus Optimization
R Zhang, J Kwok
Proceedings of the 31st International Conference on Machine Learning (ICML …, 2014
4702014
Improved Nyström low-rank approximation and error analysis
K Zhang, IW Tsang, JT Kwok
Proceedings of the 25th international conference on Machine learning, 1232-1239, 2008
4382008
Mining customer product ratings for personalized marketing
KW Cheung, JT Kwok, MH Law, KC Tsui
Decision Support Systems 35 (2), 231-243, 2003
4242003
Using the discrete wavelet frame transform to merge Landsat TM and SPOT panchromatic images
S Li, JT Kwok, Y Wang
Information Fusion 3 (1), 17-23, 2002
4202002
Multifocus image fusion using artificial neural networks
S Li, JT Kwok, Y Wang
Pattern Recognition Letters 23 (8), 985-997, 2002
4192002
Multi-label learning with global and local label correlation
Y Zhu, JT Kwok, ZH Zhou
IEEE Transactions on Knowledge and Data Engineering 30 (6), 1081-1094, 2017
3492017
Texture classification using the support vector machines
S Li, JT Kwok, H Zhu, Y Wang
Pattern recognition 36 (12), 2883-2893, 2003
2992003
Objective functions for training new hidden units in constructive neural networks
Y Kwok
IEEE Transactions on Neural Networks 8 (5), 1131-1148, 1997
2931997
Simpler core vector machines with enclosing balls
IW Tsang, A Kocsor, JT Kwok
Proceedings of the 24th international conference on Machine learning, 911-918, 2007
2782007
A novel incremental principal component analysis and its application for face recognition
H Zhao, PC Yuen, JT Kwok
IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics) 36 …, 2006
2782006
Generalized core vector machines
IWH Tsang, JTY Kwok, JM Zurada
IEEE Transactions on Neural Networks 17 (5), 1126-1140, 2006
2712006
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