Enhanced fault diagnosis of rolling bearings using attention-augmented separable residual networks by Chuang Liang, Xuelin Mu, Xiaoguang Zhang, Fanfan Lu, Chengcheng Wang, Yubo Shao

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LIMUNet: A Lightweight Neural Network for Human Activity Recognition Using Smartwatches by Liangliang Lin, Junjie Wu, Ran An, Song Ma, Kun Zhao, Han Ding

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Fault Diagnosis Method Based on MTF-ResDSCNN Two-dimensional Image by Hu Mengnan, Yang Xiwang, Huang Jinying, Hu Hongjun, Wang Cheng

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NVS-GAN: Benefit of generative adversarial network on novel view synthesis by H.S. Shrisha, V. Anupama

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Lightweight malicious domain name detection model based on separable convolution by Luhui YANG, Huiwen BAI, Guangjie LIU, Yuewei DAI

Subjects: “…separable convolution…”
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Gelan-SE: Squeeze and Stimulus Attention Based Target Detection Network for Gelan Architecture by Lili Wang, Sukumar Letchmunan, Renhao Xiao

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Development of a handheld GPU-assisted DSC-TransNet model for the real-time classification of plant leaf disease using deep learning approach by Midhun P. Mathew, Sudheep Elayidom, V. P. Jagathy Raj, K. M. Abubeker

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Dermoscopic image lesion segmentation method based on deep separable convolutional network by Wencheng CUI, Pengxia ZHANG, Hong SHAO

Subjects: “…dermoscopic image;lesion segmentation;hole convolution;deep separable convolution;encoder-decoder model…”
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Lightweight and Low-Parametric Network for Hardware Inference of Obstructive Sleep Apnea by Tanmoy Paul, Omiya Hassan, Christina S. McCrae, Syed Kamrul Islam, Abu Saleh Mohammad Mosa

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Loader Bucket Working Angle Identification Method Based on YOLOv5s and EMA Attention Mechanism by Xuedong Zhang, Bo Cui, Zhaoxu Wang, Wangting Zeng

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Enhanced Disease Detection for Apple Leaves with Rotating Feature Extraction by Zhihui Qiu, Yihan Xu, Chen Chen, Wen Zhou, Gang Yu

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Lightweight face image restoration algorithm based on multi-scale feature fusion by ZHAO Xiao, ZHAO Ziyi, YANG Chen

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Research on ECG Signal Classification Based on Hybrid Residual Network by Tianyu Qi, He Zhang, Huijun Zhao, Chong Shen, Xiaochen Liu

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Research on Underwater Acoustic Target Recognition Based on a 3D Fusion Feature Joint Neural Network by Weiting Xu, Xingcheng Han, Yingliang Zhao, Liming Wang, Caiqin Jia, Siqi Feng, Junxuan Han, Li Zhang

Subjects: “…multi-scale depthwise separable convolution…”
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BEARING REMAINING LIFE PREDICTION BASED ON DEEP SEPARABLE CONVOLUTIONAL NEURAL NETWORK by XU HaiMing, XIA QiaoYang, LI Yong, ZHANG LanZhu

Subjects: “…Deep separable convolution…”
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A lightweight power quality disturbance recognition model based on CNN and Transformer by ZHANG Bide, QIU Jie, LOU Guangxin, ZHOU Can, LUO Qingqing, LI Tianqian

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TDCN: A novel temporal depthwise convolutional network for short-term load forecasting by Mingping Liu, Chenxu Xia, Yuxin Xia, Suhui Deng, Yuhao Wang

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Gene Selection Based Cancer Classification With Adaptive Optimization Using Deep Learning Architecture by Anju Das, N. Neelima, K. Deepa, Tolga Ozer

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A Lightweight Rolling Bearing Fault Diagnosis Method Based on Multiscale Depth-Wise Separable Convolutions and Network Pruning by Qingming Hu, Xinjie Fu, Dandan Sun, Donghui Xu, Yanqi Guan

Subjects: “…Depth-wise separable convolutions…”
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A Multi-Class ECG Signal Classifier Using a Binarized Depthwise Separable CNN with the Merged Convolution–Pooling Method by Rui Zhang, Ranran Zhou, Zuting Zhong, Haifeng Qi, Yong Wang

Subjects: “…binarized depthwise separable convolutional neural network (bDSCNN)…”
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