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ALResNet: Attention-Driven Lightweight Residual Network for Fast and Accurate Image Recognition Conference paper
Lu, Chang, Wang, Rui, Huang, Beibei, Li, Yuan, Huang, Zunkai, Zhou, Yicong, Luo, Aiwen. ALResNet: Attention-Driven Lightweight Residual Network for Fast and Accurate Image Recognition[C], 2021, 21-29.
Authors:  ; et al.
Favorite | TC[Scopus]:0 | Submit date：2022/08/30
Channel Split  Depthwise Separable Convolution  Fast Image Recognition  Lightweight Residual Networks  Spatial-channel Attention  
Efficient Residual Network Compression for Optimizing the Accuracy-Complexity Tradeoff Conference paper
Aiwen Luo, Beibei Huang, Yuan Li, Chang Lu, Rui Wang, Zunkai Huang, Yicong Zhou. Efficient Residual Network Compression for Optimizing the Accuracy-Complexity Tradeoff[C]:IEEE, 2021, 70-76.
Authors:  Aiwen Luo;  Beibei Huang;  Yuan Li;  Chang Lu;  Rui Wang; et al.
Favorite | TC[Scopus]:1 | Submit date：2022/05/13
Channel Split  Depthwise Separable Convolution  Kernel Decomposition  Lightweight  Residual Networks  
Siamese pyramid residual module with local binary convolution network for single object tracking Journal article
Nie, Yan, Zhang, Taiping, Zhao, Linchang, Ma, Xindi, Tang, Yuanyan, Liu, Xiaoyu. Siamese pyramid residual module with local binary convolution network for single object tracking[J]. International Journal of Wavelets, Multiresolution and Information Processing, 2021, 19(6), 2150026.
Authors:  Nie, Yan;  Zhang, Taiping;  Zhao, Linchang;  Ma, Xindi;  Tang, Yuanyan; et al.
Favorite | TC[WOS]:1 TC[Scopus]:1  IF:0.9/1.1 | Submit date：2022/05/13
Local Binary Convolution Network  Object Tracking  Pyramid Residual Module  Siamese Networks  
Addi-Reg: A Better Generalization-Optimization Tradeoff Regularization Method for Convolutional Neural Networks Journal article
Yao Lu, Zheng Zhang, Guangming Lu, Yicong Zhou, Jinxing Li, David Zhang. Addi-Reg: A Better Generalization-Optimization Tradeoff Regularization Method for Convolutional Neural Networks[J]. IEEE Transactions on Cybernetics, 2021, 52(10), 10827-10842.
Authors:  Yao Lu;  Zheng Zhang;  Guangming Lu;  Yicong Zhou;  Jinxing Li; et al.
Favorite | TC[WOS]:11 TC[Scopus]:8  IF:9.4/10.3 | Submit date：2022/05/13
Additional Regularization (Addi-reg)  Convergence  Convolutional Neural Networks (Cnns)  Deep Learning  Learning Systems  Multiplicative Regularization (Multi-reg)  Neural Networks  Optimization  Perturbation Methods  Regularization.  Residual Neural Networks  Training