Abstract: Vision GNN (ViG) is a convolutional architecture capable of capturing global image structures by dynamically determining the features to be convolved via graph convolution. Although ViG has ...

Abstract: For many years, topological data analysis (TDA) and deep learning (DL) have been considered separate data analysis and representation learning approaches, which have nothing in common. The ...