The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.
The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.
Patent No.:
Date of Patent:
Sep. 22, 2026
Filed:
May. 09, 2023
Leidos, Inc., Reston, VA (US);
Paul F. Roysdon, Boeme, TX (US);
Manbir S. Gulati, Frederick, MD (US);
Leidos Inc., Reston, VA (US);
Abstract
A transformer-based modeling architecture for training a generator to generate synthetic data. The architecture includes embedding models for embedding input data having multiple fields containing real data values and constructing individual embedding matrices for each of the multiple fields, a masking model for producing a set of masked fields in the embedded input dataset and replacing the real data value of each field with a mask token; and a transformer model for predicting the real data value for each mask token in each of the masked fields over multiple iterations.
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