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Nvidia corporation (20250077624). DIRECTED GRAPH GENERATION WITH DIFFUSION KERNELS

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DIRECTED GRAPH GENERATION WITH DIFFUSION KERNELS

Organization Name

nvidia corporation

Inventor(s)

Marc Law of Toronto (CA)

Karsten Julian Kreis of Vancouver (CA)

Haggai Maron of Rehvot (IL)

DIRECTED GRAPH GENERATION WITH DIFFUSION KERNELS

This abstract first appeared for US patent application 20250077624 titled 'DIRECTED GRAPH GENERATION WITH DIFFUSION KERNELS

Original Abstract Submitted

in various examples, systems and methods are disclosed relating to graph generation. one system includes one or more processing circuits configured to receive a first data structure including one or more relationships between a plurality of components. the one or more processing circuits are further configured to encode, using a predefined function, a second data structure determined based on the first data structure to generate a noisy representation of the second data structure. the one or more processing circuits are further configured to decode, using one or more models, the first data structure based on feature extraction and pattern analysis of the noisy representation.

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