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:
Aug. 19, 2025
Filed:
Jan. 03, 2024
GM Cruise Holdings Llc, San Francisco, CA (US);
Nicholas Bien, New York, NY (US);
Yunjie Zhao, San Francisco, CA (US);
Matthew Elkherj, Belmont, CA (US);
Pratik Prabhanjan Brahma, Santa Clara, CA (US);
Zehao Hu, Redwood City, CA (US);
Or Cohen, San Francisco, CA (US);
Jason Lwin, San Francisco, CA (US);
GM CRUISE HOLDINGS LLC, San Francisco, CA (US);
Abstract
Disclosed are embodiments for facilitating automatic slice discovery and slice tuning for data mining in autonomous systems. In some aspects, an embodiment includes providing, by a processing device hosting a slice discovery machine learning (ML) model, input data to the slice discovery ML model, the input data corresponding to performance data of an autonomous vehicle (AV); identifying, by the slice discovery ML model, attributes of the AV and corresponding thresholds for the attributes that define a slice comprising a collection of data sharing common characteristics; and providing, by the slice discovery ML model, the attributes and the corresponding thresholds defining the slice to a slice miner to mine training data corresponding to the slice for a tailored dataset.