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Xiaowei Zhang
Xiaowei Zhang
Staff Algorithm Engineer, BIGO Technology, Singapore
在 bii.a-star.edu.sg 的电子邮件经过验证 - 首页
标题
引用次数
引用次数
年份
Sparse Canonical Correlation Analysis: New Formulation and Algorithm
D Chu, LZ Liao, MK Ng, X Zhang
IEEE Transactions on Pattern Analysis and Machine Intelligence 35 (12), 3050 …, 2013
1182013
A Graph-Theoretical Approach for Tracing Filamentary Structures in Neuronal and Retinal Images
J De, L Cheng, X Zhang, F Lin, H Li, K Ong, W Yu, Y Yu, S Ahmed
IEEE Transactions on Medical Imaging 35 (1), 257-272, 2015
952015
Sparse uncorrelated linear discriminant analysis for undersampled problems
X Zhang, D Chu, RCE Tan
IEEE Transactions on Neural Networks and Learning Systems 27 (7), 1469-1485, 2015
462015
Segment 2D and 3D Filaments by Learning Structured and Contextual Features
L Gu, X Zhang, H Zhao, H Li, L Cheng
IEEE Transactions on Medical Imaging, 2016
422016
Estimate Hand Poses Efficiently from Single Depth Images
C Xu, A Nanjappa, X Zhang, L Cheng
International Journal of Computer Vision, 2015
402015
Transduction on Directed Graphs via Absorbing Random Walks
J De, X Zhang, F Lin, L Cheng
IEEE Transactions on Pattern Analysis and Machine Intelligence, 14, 2017
372017
Nonconvex and Nonsmooth Optimization with Generalized Orthogonality Constraints: An Approximate Augmented Lagrangian Method
H Zhu, X Zhang, D Chu, LZ Liao
Journal of Scientific Computing, 2017
292017
Sparse Kernel Canonical Correlation Analysis
D Chu, LZ Liao, MK Ng, X Zhang
Proceedings of the International MultiConference of Engineers and Computer …, 2013
282013
Sparse Uncorrelated Linear Discriminant Analysis
X Zhang, D Chu
Proceedings of the 30th International Conference on Machine Learning, 45-52, 2013
222013
Semi-supervised learning in medical images through graph-embedded random forest
L Gu, X Zhang, S You, S Zhao, Z Liu, T Harada
Frontiers in Neuroinformatics 14, 601829, 2020
202020
Tracing retinal blood vessels by matrix-forest theorem of directed graphs
L Cheng, J De, X Zhang, F Lin, H Li
Medical Image Computing and Computer-Assisted Intervention – MICCAI 2014 …, 2014
202014
ℓ0-based sparse canonical correlation analysis with application to cross-language document retrieval
J Cai, W Dan, X Zhang
Neurocomputing, 2018
152018
Multivariate Regression with Gross Errors on Manifold-valued Data
X Zhang, X Shi, Y Sun, L Cheng
IEEE Transactions on Pattern Analysis and Machine Intelligence, 14, 2018
122018
Incremental Regularized Least Squares for Dimensionality Reduction of Large-Scale Data
X Zhang, L Cheng, D Chu, LZ Liao, MK Ng, RCE Tan
SIAM Journal on Scientific Computing 38 (3), B414-B439, 2016
102016
Multivariate Regression with Grossly Corrupted Observations: A Robust Approach and its Applications
X Zhang, C Xu, Y Zhang, T Zhu, L Cheng
arXiv, 2017
82017
Least Squares Approximation via Sparse Subsampled Randomized Hadamard Transform
D Teng, X Zhang, L Cheng, D Chu
IEEE Transactions on Big Data, 2020
52020
Sparse Dimensionality Reduction Methods: Algorithms and Applications
X Zhang
National University of Singapore, 2013
32013
Robust Multivariate Regression with Grossly Corrupted Observations and Its Application to Personality Prediction
X Zhang, L Cheng, T Zhu
Asian Conference on Machine Learning 45, 112-126, 2015
22015
Sparse Kernel Canonical Correlation Analysis via -regularization
X Zhang, D Chu, LZ Liao, MK Ng
arXiv, 2017
12017
Persona: Real-Time Neural 3D Face Reconstruction for Visual Effects on Mobile Devices
G Liu, X Zhang, F Zhang, Y Wei
ACM SIGGRAPH 2021 Talks, 1-2, 2021
2021
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