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.

Date of Patent:
Jan. 27, 2026

Filed:

Jan. 25, 2024
Applicant:

Zoox, Inc., Foster City, CA (US);

Inventor:

Ethan Miller Pronovost, Redwood City, CA (US);

Assignee:

Zoox, Inc., Foster City, CA (US);

Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G05B 13/02 (2006.01); B60W 50/00 (2006.01); B60W 60/00 (2020.01);
U.S. Cl.
CPC ...
G05B 13/0265 (2013.01); B60W 50/0097 (2013.01); B60W 60/0027 (2020.02); B60W 2556/40 (2020.02);
Abstract

A transformer-based machine-learned model may use relative positions between token embeddings to more accurately predict outputs. Example outputs may include an object detection, sensor data segmentation, object state prediction, and/or the like. Efficiently computing relative position-aware attention scores of the transformer-based machine-learned model may comprise utilizing fast memory available in specialized hardware according to the memory loading and flushing techniques described herein.


Find Patent Forward Citations

Pronovost, Ethan. (2026). Efficient relative position-aware attention for transformer-based machine-learned models (U.S. Patent No. 12535780). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/12535780

Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile

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