Articles with "axial attention" as a keyword



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An Efficient Axial-Attention Network for Video-Based Person Re-Identification

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Published in 2022 at "IEEE Signal Processing Letters"

DOI: 10.1109/lsp.2022.3178673

Abstract: The Non-local self-attention mechanism can significantly improve the capability of feature representation with long-range dependencies at the cost of high computational complexity. To address the issue, the self-attention-based autoregressive axial transformer has been proposed to… read more here.

Keywords: network; efficient axial; feature maps; axial attention ... See more keywords
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Axial Attention Convolutional Neural Network for Brain Tumor Segmentation with Multi-Modality MRI Scans

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Published in 2022 at "Brain Sciences"

DOI: 10.3390/brainsci13010012

Abstract: Accurately identifying tumors from MRI scans is of the utmost importance for clinical diagnostics and when making plans regarding brain tumor treatment. However, manual segmentation is a challenging and time-consuming process in practice and exhibits… read more here.

Keywords: brain tumor; brain; axial attention; segmentation ... See more keywords