A Review on the Attention Mechanism of Deep Learning

Multi-instance deep learning based on attention mechanism for failure prediction of unlabeled hard disk drives

IEEE Transactions on Instrumentation and Measurement ◽

10.1109/tim.2021.3068180 ◽

2021 ◽

pp. 1-1

Author(s):

Guochao Wang ◽

Yu Wang ◽

Xiaojie Sun

Keyword(s):

Deep Learning ◽

Hard Disk Drives ◽

Failure Prediction ◽

Hard Disk ◽

Attention Mechanism ◽

Disk Drives

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Deep learning-based tool wear prediction and its application for machining process using multi-scale feature fusion and channel attention mechanism

Measurement ◽

10.1016/j.measurement.2021.109254 ◽

2021 ◽

Vol 177 ◽

pp. 109254

Author(s):

Xingwei Xu ◽

Jianwen Wang ◽

Bingfu Zhong ◽

Weiwei Ming ◽

Ming Chen

Keyword(s):

Deep Learning ◽

Tool Wear ◽

Feature Fusion ◽

Attention Mechanism ◽

Machining Process ◽

Wear Prediction ◽

Scale Feature ◽

Multi Scale ◽

Tool Wear Prediction

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Deep Learning Based Mineral Image Classification Combined with Visual Attention Mechanism

IEEE Access ◽

10.1109/access.2021.3095368 ◽

2021 ◽

pp. 1-1

Author(s):

Yang Liu ◽

Zelin Zhang ◽

Xiang Liu ◽

Lei Wang ◽

Xuhui Xia

Keyword(s):

Deep Learning ◽

Visual Attention ◽

Image Classification ◽

Attention Mechanism ◽

Visual Attention Mechanism

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T-GAN: A Deep Learning Framework for Prediction of Temporal Complex Networks with Adaptive Graph Convolution and Attention Mechanism

Displays ◽

10.1016/j.displa.2021.102023 ◽

2021 ◽

pp. 102023

Author(s):

Ru Huang ◽

Lei Ma ◽

Jianhua He ◽

Xiaoli Chu

Keyword(s):

Deep Learning ◽

Complex Networks ◽

Attention Mechanism ◽

Learning Framework

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Interpretable deep learning model for building energy consumption prediction based on attention mechanism

Energy and Buildings ◽

10.1016/j.enbuild.2021.111379 ◽

2021 ◽

pp. 111379

Author(s):

Yuan Gao ◽

Yingjun Ruan

Keyword(s):

Deep Learning ◽

Energy Consumption ◽

Building Energy ◽

Learning Model ◽

Attention Mechanism ◽

Building Energy Consumption ◽

Energy Consumption Prediction ◽

Deep Learning Model ◽

Consumption Prediction

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CRB-Net: A Sign Language Recognition Deep Learning Strategy Based on Multi-modal Fusion with Attention Mechanism *

10.1109/smc52423.2021.9659090 ◽

2021 ◽

Author(s):

Feng Xiao ◽

Cong Shen ◽

Tiantian Yuan ◽

Shengyong Chen

Keyword(s):

Deep Learning ◽

Sign Language ◽

Learning Strategy ◽

Attention Mechanism ◽

Language Recognition ◽

Sign Language Recognition

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Intelligent Detection of Marine Organisms with Deep Learning based on Attention Mechanism

10.1145/3491396.3506518 ◽

2021 ◽

Author(s):

Chuantao Li ◽

Jidong Huo ◽

Zhigang Zhao ◽

Lu Wu

Keyword(s):

Deep Learning ◽

Marine Organisms ◽

Attention Mechanism ◽

Intelligent Detection

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EEG-based System Using Deep Learning and Attention Mechanism for Driver Drowsiness Detection

10.1109/ivworkshops54471.2021.9669234 ◽

2021 ◽

Author(s):

Miankuan Zhu ◽

Haobo Li ◽

Jiangfan Chen ◽

Mitsuhiro Kamezaki ◽

Zutao Zhang ◽

...

Keyword(s):

Deep Learning ◽

Attention Mechanism ◽

Drowsiness Detection ◽

Driver Drowsiness

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Deep Learning with Self-Attention Mechanism for Fake News Detection

Studies in Computational Intelligence - Combating Fake News with Computational Intelligence Techniques ◽

10.1007/978-3-030-90087-8_10 ◽

2021 ◽

pp. 205-229

Author(s):

Ivana Cvitanović ◽

Marina Bagić Babac

Keyword(s):

Deep Learning ◽

Attention Mechanism ◽

Fake News

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Cross-Age Face Recognition Using Deep Learning Model Based on Dual Attention Mechanism

Lecture Notes in Electrical Engineering - Communications, Signal Processing, and Systems ◽

10.1007/978-981-15-8411-4_251 ◽

2021 ◽

pp. 1911-1919

Author(s):

Jialve Wang ◽

Shenghong Li ◽

Fucai Luo

Keyword(s):

Deep Learning ◽

Face Recognition ◽

Learning Model ◽

Attention Mechanism ◽

Model Based ◽

Deep Learning Model

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