Apparatus and method with neural network implementation of domain adaptation
US11574198B2 · kind B2 · utility
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44Claims
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Key dates
| Filing date | Jun 25, 2020 |
| Grant date | Feb 7, 2023 |
| Priority date | — |
| Expiry date | Feb 25, 2041 |
Classification
- Technology area (CPC G)Physics
- CPC primaryG06N3/096
- WIPO fieldComputer technology
- WIPO sectorElectrical engineering
Abstract
A processor-implemented neural network operating method, the operating method comprising obtaining a neural network pre-trained in a source domain and a first style feature of the source domain, extracting a second style feature of a target domain from received input data of the target domain, using the neural network, performing domain adaptation of the input data, by performing style matching of the input data based on the first style feature of the source domain and the second style feature of the target domain, and processing the style-matched input data, using the neural network.
Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.