Abstract: Graph Neural Networks (GNNs) are proposed without considering the agnostic distribution shifts between training graphs and testing graphs, inducing the degeneration of the generalization ...

Creativity isn’t a bolt of lightning. It’s a series of neural negotiations among brain networks that imagine, evaluate, ...

It now appears that neural nets may be the next frontier in the advance of computing technology as a whole. But what are ...

In this work, in order to address this issue, we first propose a framework for deep-unfolding, where a general form of iterative algorithm induced deep-unfolding neural network (IAIDNN) is developed ...

Explore the architecture of AlexNet, a groundbreaking deep neural network that revolutionized computer vision. This video walks through its layers and impact on the field of AI.