US Patent Issued to Dell Products on Oct. 7 for "System and method for document retrieval with domain adaption and out of distribution identification" (Indian, American Inventors)

ALEXANDRIA, Va., Oct. 8 -- United States Patent no. 12,437,007, issued on Oct. 7, was assigned to Dell Products LP (Round Rock, Texas).

"System and method for document retrieval with domain adaption and out of distribution identification" was invented by Ajay Kumar Kuruba (Anantapur, India), Saurabh Jha (Austin, Texas), Adya Jha (Bengaluru, India) and Atul Kumar (Bangalore, India).

According to the abstract* released by the U.S. Patent & Trademark Office: "Document retrieval with domain adaptation and out of distribution identification is disclosed. Custom layers are added to a model without impacting base weights. The custom layers are trained using a domain specific dataset and topic identifiers. When executing a query, the custom layer...