Relative margin for contrastive learning
US12282857B1 · kind B1 · utility
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Key dates
| Filing date | Sep 27, 2024 |
| Grant date | Apr 22, 2025 |
| Priority date | — |
| Expiry date | Sep 27, 2044 |
Classification
- Technology area (CPC G)Physics
- CPC primaryG06N3/084
- WIPO fieldComputer technology
- WIPO sectorElectrical engineering
Abstract
Methods, systems, and apparatus, including computer programs encoded on a computer storage medium, for training neural networks through contrastive learning. In particular, the contrastive learning is modified to use a relative margin to adjust a training pair's contribution to optimization.
Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.