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:
Nov. 03, 2026
Filed:
Apr. 10, 2023
Robert Bosch Gmbh, Stuttgart, DE;
Christoph-Nikolas Straehle, Weil der Stadt, DE;
Robert Schmier, Heidelberg, DE;
ROBERT BOSCH GMBH, Stuttgart, DE;
Abstract
Computer-implemented method for training a machine learning system. The machine learning system is configured to determine an output signal characterizing a likelihood of an input signal. The training includes: obtaining a first training input signal and a second training input signal, wherein the first training input signal characterizes an in-distribution signal and the second training input signal characterizes a contrastive signal; determining, by the machine learning system, a first output signal characterizing a likelihood of the first training input signal and determining, by the machine learning system, a second output signal characterizing a likelihood of the second training input signal; determining a loss value, wherein the loss value characterizes a difference between the first output signal and the second output signal; training the machine learning system based on the loss value.
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