A graph database is a dynamic database management system uniquely structured to manage complex and interconnected data.

The data generators with the first approach, augmenting Visual Genome’s scene graphs with depth and segmentation annotation from Depth Anything V2 and SAM-2, helped them create 1.5 million ...

Knowledge Graphs, by contrast, represent data as a network of nodes (entities) and edges (relationships). They can handle more complex, nuanced queries based on the types of connections, the ...

Diffbot’s AI model leverages this resource by querying the graph in real time to retrieve information, rather than relying on static knowledge encoded in its training data.

One-way propagation, a mechanism that sharpens feature alignment between query and data graphs. Shared-graph convolution, a new convolution method using sigmoid functions to refine feature extraction.

A program called the Academic Parent-Teacher Teams is attempting to reach those parents and communicate students’ achievements in a simpler way: graphs and data. The team model, also known as ...