Abstract: Graph Convolutional Networks (GCNs) have emerged as a leading approach for semi-supervised node classification. However, due to the uneven distribution of labeled nodes in graphs, only a ...

Abstract: The automated extraction of complete and precise road network graphs from remote sensing imagery remains a critical challenge in geospatial computer vision. Segmentation-based approaches, ...

Your best bet is to do many small things right. “I don’t ever look at trying to hit a home run,” said Dave Walton, a Wilton, Iowa, farmer who serves as vice president of the American Soybean ...