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Zhanyu Ma
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A comprehensive review of smart energy meters in intelligent energy networks
Q Sun, H Li, Z Ma, C Wang, J Campillo, Q Zhang, F Wallin, J Guo
IEEE Internet of Things Journal 3 (4), 464-479, 2015
3482015
The devil is in the channels: Mutual-channel loss for fine-grained image classification
D Chang, Y Ding, J Xie, AK Bhunia, X Li, Z Ma, M Wu, J Guo, YZ Song
IEEE Transactions on Image Processing 29, 4683-4695, 2020
2782020
Fine-grained visual classification via progressive multi-granularity training of jigsaw patches
R Du, D Chang, AK Bhunia, J Xie, Z Ma, YZ Song, J Guo
European Conference on Computer Vision, 153-168, 2020
2662020
Bayesian estimation of beta mixture models with variational inference
Z Ma, A Leijon
IEEE Transactions on Pattern Analysis and Machine Intelligence 33 (11), 2160 K, 2011
2312011
Knowledge-driven service offloading decision for vehicular edge computing: A deep reinforcement learning approach
Q Qi, J Wang, Z Ma, H Sun, Y Cao, L Zhang, J Liao
IEEE Transactions on Vehicular Technology 68 (5), 4192-4203, 2019
2242019
Dual graph convolutional networks for aspect-based sentiment analysis
R Li, H Chen, F Feng, Z Ma, X Wang, E Hovy
Proceedings of the 59th Annual Meeting of the Association for Computational K, 2021
2052021
Prediction of short-term PV power output and uncertainty analysis
L Liu, Y Zhao, D Chang, J Xie, Z Ma, Q Sun, H Yin, R Wennersten
Applied energy 228, 700-711, 2018
1972018
The Role of Data Analysis in the Development of Intelligent Energy Networks
Z Ma, J Xie, H Li, Q Sun, Z Si, J Zhang, J Guo
IEEE Network 31 (5), 88 - 95, 2017
1342017
Variational Bayesian matrix factorization for bounded support data
Z Ma, AE Teschendorff, A Leijon, Y Qiao, H Zhang, J Guo
IEEE transactions on pattern analysis and machine intelligence 37 (4), 876-889, 2015
1332015
Fine-grained vehicle classification with channel max pooling modified CNNs
Z Ma, D Chang, J Xie, Y Ding, S Wen, X Li, Z Si, J Guo
IEEE Transactions on Vehicular Technology 68 (4), 3224-3233, 2019
1232019
Dual cross-entropy loss for small-sample fine-grained vehicle classification
X Li, L Yu, D Chang, Z Ma, J Cao
IEEE Transactions on Vehicular Technology 68 (5), 4204-4212, 2019
1232019
Decorrelation of Neutral Vector Variables: Theory and Applications
Z Ma, JH Xue, A Leijon, ZH Tan, Z Yang, J Guo
IEEE transactions on neural networks and learning systems, 2017
1202017
AP-CNN: Weakly supervised attention pyramid convolutional neural network for fine-grained visual classification
Y Ding, Z Ma, S Wen, J Xie, D Chang, Z Si, M Wu, H Ling
IEEE Transactions on Image Processing 30, 2826-2836, 2021
1192021
Sketchmate: Deep hashing for million-scale human sketch retrieval
P Xu, Y Huang, T Yuan, K Pang, YZ Song, T Xiang, TM Hospedales, Z Ma, ...
Proceedings of the IEEE conference on computer vision and pattern K, 2018
1152018
Variational Bayesian learning for Dirichlet process mixture of inverted Dirichlet distributions in non-Gaussian image feature modeling
Z Ma, Y Lai, WB Kleijn, YZ Song, L Wang, J Guo
IEEE transactions on neural networks and learning systems 30 (2), 449-463, 2018
1102018
Fine-grained age estimation in the wild with attention LSTM networks
K Zhang, N Liu, X Yuan, X Guo, C Gao, Z Zhao, Z Ma
IEEE Transactions on Circuits and Systems for Video Technology 30 (9), 3140-3152, 2019
1052019
Bayesian estimation of Dirichlet mixture model with variational inference
Z Ma, PK Rana, J Taghia, M Flierl, A Leijon
Pattern Recognition 47 (9), 3143-3157, 2014
1012014
Spoofing detection in automatic speaker verification systems using DNN classifiers and dynamic acoustic features
H Yu, ZH Tan, Z Ma, R Martin, J Guo
IEEE transactions on neural networks and learning systems 29 (10), 4633-4644, 2017
1002017
A concise review of recent few-shot meta-learning methods
X Li, Z Sun, JH Xue, Z Ma
Neurocomputing 456, 463-468, 2021
952021
Short utterance based speech language identification in intelligent vehicles with time-scale modifications and deep bottleneck features
Z Ma, H Yu, W Chen, J Guo
IEEE transactions on vehicular technology 68 (1), 121-128, 2018
942018
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