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. 21, 2026
Filed:
Feb. 04, 2022
Google Llc, Mountain View, CA (US);
Yi Tay, Singapore, SG;
Da-Cheng Juan, Sunnyvale, CA (US);
Dara Bahri, Lafayette, CA (US);
Donald Arthur Metzler, Jr., Sunnyvale, CA (US);
Jai Prakash Gupta, Fremont, CA (US);
Mostafa Dehghani, Amsterdam, NL;
Phillip Pham, Seattle, WA (US);
Vamsi Krishna Aribandi, San Francisco, CA (US);
Zhen Qin, Mountain View, CA (US);
GOOGLE LLC, Mountain View, CA (US);
Abstract
Provided are machine-learned attention models that feature omnidirectional processing, example implementations of which can be referred to as Omnidirectional Representations from Transformers (OMNINET). In example models described in the present disclosure, instead of maintaining a strictly horizontal receptive field, each token is allowed to attend to all tokens in some or all of the other tokens across the entire network.