[PDF] G2RL: Geometry-Guided Representation Learning for Facial

Besides, we incorporate the external geo- metric knowledge into the convolutional network (GCN) to aggregate the geometric in- formation in the graph

model, GCN, using Graph Convolutional Networks (“GCN”: Figure 4: The effect of the amount of labelled data available as a fraction of all samples for GEO-

[PDF] DeepGCNs: Can GCNs Go As Deep As CNNs? - CVF Open Access

GCN for user geo-location in social media graphs, where they add “highway” gates between layers to facilitate gra- dient flow Even with these gates, the authors

[PDF] A New Method For Training Graph Convolutional Networks on

a graph convolutional network (GCN) has been effective for graph-based SSL, Geo- metric deep learning: Beyond euclidean data IEEE Signal Process , 2017

AST-GCN: Attribute-Augmented Spatiotemporal Graph - IEEE Xplore

horizon settings, the forecasting accuracy of the AST-GCN is higher than that of the His current research interests include geo/remote sensing big data,