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Akash Anil

1 paper indexed

arxivcs.LG2026-07-05

On Preserving Geometrical Invariance for Superpixel Image Classification using Graph Transformer

Sarabeshwar Balaji, Shubham Mohanty, Akash Anil

Convolutional Neural Network (CNN) and Vision Transformer (ViT) for image classification exploit a dense grid of pixels containing redundant information. Consequently, for a larger image dataset, CNNs and ViTs face deployability challenges due to high computational complexity. Re…

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