Abstract: The merit in adapting a Graph Neural Network (GNN) for image analysis is that it can capture long-range dependencies between distant parts of the image. This is particularly important in ...
Abstract: Dual challenges of computational efficiency and representation effectiveness exist in processing point clouds. Inspired by the TDA (Topological Data Analysis), we propose to convert the ...
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