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:
Apr. 30, 2024
Filed:
Feb. 10, 2021
Adobe Inc., San Jose, CA (US);
Fengbin Chen, San Jose, CA (US);
Venkat Barakam, Cupertino, CA (US);
Benjamin Leviant, Mountain View, CA (US);
Amine Ben Khalifa, Sunnyvale, CA (US);
Kerem Turgutlu, Ames, IA (US);
Jayant Kumar, San Jose, CA (US);
Sumeet Zaverilal Gala, Milpitas, CA (US);
Gaurav Kukal, Fremont, CA (US);
Vipul Dalal, Cupertino, CA (US);
ADOBE INC., San Jose, CA (US);
Abstract
Systems and methods for information retrieval are described. Embodiments generate a dense embedding for each of a plurality of media objects to be searched, generate a sparse embedding for each of the media objects using an encoder that takes the dense embedding as an input, wherein the sparse embedding satisfies a sparsity constraint that is applied to at least one layer of the encoder during training, and perform a search on the plurality of media objects based at least in part on the sparse embedding.