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A Robust Framework for Graph Construction in Vision Graph Neural Networks

In Computer Vision, the method of representing an image has a profound effect on the performance of a model. Traditionally speaking, an image is treated as a grid of pixels and can be processed via Convolution Neural Net- works (CNN). An image can also be treated as a sequence of patches. Vision Tra...

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Bibliographic Details
Main Author: Elsharkawi, Ismael
Format: Thesis
Published: AUC Knowledge Fountain 2025
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