A team of researchers has developed a technique that makes high-dimensional quantum information encoded in light more ...

Abstract: Recently, significant strides have been made in the field of representation learning. Nevertheless, prior methods have predominantly centered on supervised learning, which necessitates a ...

The main idea is to utilize graph convolutional network (GCN ... Most importantly, this network introduces a new method for device representation using graphs. It explicitly encodes the coupling ...