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:
Feb. 18, 2025
Filed:
Nov. 20, 2023
Amazon Technologies, Inc., Seattle, WA (US);
Matthaeus Kleindessner, Tuebingen, DE;
Christopher Michael Russell, Tuebingen, DE;
Kailash Budhathoki, Tuebingen, DE;
Ali Caner Turkmen, Berlin, DE;
Siqi Deng, Bellevue, WA (US);
Varad Gunjal, Brooklyn, NY (US);
Ashwin Swaminathan, Dublin, CA (US);
Raghavan Manmatha, San Francisco, CA (US);
Hao Yang, Seattle, WA (US);
Amazon Technologies, Inc., Seattle, WA (US);
Abstract
The present disclosure generally relates to systems and methods for searching media content. In some implementation examples, a search system receives an input query, generates a query embedding of the input query, and generates a bias mitigation transformation associated with a sensitive attribute. Based on the query embedding and the bias mitigation transformation, the search system generates a transformed query embedding that suppresses at least a portion of the query embedding related to the sensitive attribute. Using the transformed query embedding, the search system executes a similarity search in a media embedding model to identify one or more media embeddings that are similar to the transformed query embedding and transmits the one or more media embeddings.