Shujian Yu
Shujian Yu
University of Florida; NEC Laboratories Europe
Verified email at ufl.edu - Homepage
Title
Cited by
Cited by
Year
Understanding autoencoders with information theoretic concepts
S Yu, JC Principe
Neural Networks 117, 104-123, 2019
542019
Multi-view manifold learning with locality alignment
Y Zhao, X You, S Yu, C Xu, W Yuan, XY Jing, T Zhang, D Tao
Pattern Recognition 78, 154-166, 2018
522018
Multi-view non-negative matrix factorization by patch alignment framework with view consistency
W Ou, S Yu, G Li, J Lu, K Zhang, G Xie
Neurocomputing 204, 116-124, 2016
442016
Understanding Convolutional Neural Networks with Information Theory: An Initial Exploration
S Yu, K Wickstrøm, R Jenssen, JC Principe
IEEE Transactions on Neural Networks and Learning Systems, 2020
40*2020
Kernel learning for dynamic texture synthesis
X You, W Guo, S Yu, K Li, JC Príncipe, D Tao
IEEE Transactions on Image Processing 25 (10), 4782-4795, 2016
342016
Improved functional link artificial neural network via convex combination for nonlinear active noise control
H Zhao, X Zeng, Z He, S Yu, B Chen
Applied Soft Computing 42, 351-359, 2016
342016
Multivariate Extension of Matrix-based Renyi's α-order Entropy Functional
S Yu, LGS Giraldo, R Jenssen, JC Principe
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2019
262019
A new algorithm for shoreline extraction from satellite imagery with non-separable wavelet and level set method
S Yu, Y Mou, D Xu, X You, L Zhou, W Zeng
International Journal of Machine Learning and Computing 3 (1), 158, 2013
252013
Concept drift detection with hierarchical hypothesis testing
S Yu, Z Abraham
Proceedings of the 2017 SIAM International Conference on Data Mining, 768-776, 2017
242017
STFT-like time frequency representations of nonstationary signal with arbitrary sampling schemes
S Yu, X You, W Ou, X Jiang, K Zhao, Z Zhu, Y Mou, X Zhao
Neurocomputing 204, 211-221, 2016
202016
Dynamic texture modeling and synthesis using multi-kernel Gaussian process dynamic model
Z Zhu, X You, S Yu, J Zou, H Zhao
Signal Processing 124, 63-71, 2016
172016
Single image rain streaks removal based on self-learning and structured sparse representation
S Yu, W Ou, X You, Y Mou, X Jiang, Y Tang
2015 IEEE China Summit and International Conference on Signal and …, 2015
162015
Request-and-Reverify: Hierarchical Hypothesis Testing for Concept Drift Detection with Expensive Labels
S Yu, X Wang, JC Principe
Proceedings of the 27th International Joint Conference on Artificial …, 2018
152018
Co-regularized multiview nonnegative matrix factorization with correlation constraint for representation learning
W Ou, F Long, Y Tan, S Yu, P Wang
Multimedia Tools and Applications 77 (10), 12955-12978, 2018
152018
Concept drift detection and adaptation with hierarchical hypothesis testing
S Yu, Z Abraham, H Wang, M Shah, Y Wei, JC Príncipe
Journal of the Franklin Institute 356 (5), 3187-3215, 2019
142019
Robust linear discriminant analysis with a Laplacian assumption on projection distribution
S Yu, Z Cao, X Jiang
2017 IEEE International Conference on Acoustics, Speech and Signal …, 2017
132017
Kernel normalized mixed-norm algorithm for system identification
S Yu, X You, K Zhao, W Ou, Y Tang
2015 International Joint Conference on Neural Networks (IJCNN), 1-6, 2015
122015
Multiview hybrid embedding: A divide-and-conquer approach
J Xu, S Yu, X You, M Leng, XY Jing, CLP Chen
IEEE transactions on cybernetics 50 (8), 3640-3653, 2019
112019
Information Plane Analysis of Deep Neural Networks via Matrix-Based Renyi's Entropy and Tensor Kernels
K Wickstrøm, S Løkse, M Kampffmeyer, S Yu, J Principe, R Jenssen
arXiv preprint arXiv:1909.11396, 2019
92019
Simple stopping criteria for information theoretic feature selection
S Yu, JC Príncipe
Entropy 21 (1), 99, 2019
92019
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Articles 1–20