Score-based generative modeling in latent space
US12249048B2 · kind B2 · utility
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20Claims
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Key dates
| Filing date | Feb 25, 2022 |
| Grant date | Mar 11, 2025 |
| Priority date | — |
| Expiry date | Jan 21, 2043 |
Classification
- Technology area (CPC G)Physics
- CPC primaryG06T2207/20084
- WIPO fieldComputer technology
- WIPO sectorElectrical engineering
Abstract
One embodiment of the present invention sets forth a technique for generating data. The technique includes sampling from a first distribution associated with the score-based generative model to generate a first set of values. The technique also includes performing one or more denoising operations via the score-based generative model to convert the first set of values into a first set of latent variable values associated with a latent space. The technique further includes converting the first set of latent variable values into a generative output.
Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.