System and method for utilizing perturbation in a multimodal environment
US12175336B2 · kind B2 · utility
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13Claims
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Key dates
| Filing date | Sep 20, 2020 |
| Grant date | Dec 24, 2024 |
| Priority date | — |
| Expiry date | Jun 5, 2042 |
Classification
- Technology area (CPC G)Physics
- CPC primaryG06N20/00
- WIPO fieldComputer technology
- WIPO sectorElectrical engineering
Abstract
A computer-implemented method for training a machine learning network. The method may include receiving an input data, selecting one or more batch samples from the input data, applying a perturbation object onto the one or more batch samples to create a perturbed sample, running the perturbed sample through the machine learning network, updating the perturbation object in response to the function in response to running the perturbed sample, and outputting the perturbation object in response to exceeding a convergence threshold.
Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.