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Four Transformer-Based Deep Learning Classifiers Embedded with an Attention U-Net-Based Lung Segmenter and Layer-Wise Relevance Propagation-Based Heatmaps for COVID-19 X-ray Scans. [PDF]
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A review on the attention mechanism of deep learning
Neurocomputing, 2021Guoqiang Zhong, Hui Yu
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A General Survey on Attention Mechanisms in Deep Learning
IEEE Transactions on Knowledge and Data Engineering, 2023Gianni Brauwers, Flavius Frasincar
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Attention mechanisms in computer vision: A survey
Computational Visual Media, 2022Ming-Ming Cheng +2 more
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Beyond Self-Attention: External Attention Using Two Linear Layers for Visual Tasks
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2022Zheng-Ning Liu, Shi-Min Hu, Tai-Jiang Mu
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Person Re-Identification via Attention Pyramid
IEEE Transactions on Image Processing, 2021Guangyi Chen, Jiwen Lu
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Attention, please! A survey of neural attention models in deep learning
Artificial Intelligence Review, 2022Alana Santana, Esther Luna Colombini
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Turning Attention Inside Out: How Working Memory Serves Behavior
Annual Review of Psychology, 2023Anna Christina Nobre, Freek van Ede
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VISUAL ATTENTION: Control, Representation, and Time Course
Annual Review of Psychology, 1997Howard Egeth, Steven Yantis
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