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. 07, 2023
Filed:
Jun. 22, 2020
Mitsubishi Electric Research Laboratories, Inc., Cambridge, MA (US);
Anoop Cherian, Belmont, MA (US);
Aeron Shuchin, Medford, MA (US);
Mitsubishi Electric Research Laboratories, Inc., Cambridge, MA (US);
Abstract
An artificial intelligence (AI) system that includes a processor configured to execute modules of the AI system. The modules comprise a feature extractor, an adversarial noise generator, a compressor and a classifier. The feature extractor is trained to process input data to extract features of the input data for classification of the input data. The adversarial noise generator is trained to generate noise data for distribution of features of the input data such that a misclassification rate of corrupted features that include the extracted features corrupted with the generated noise data is greater than a misclassification rate of the extracted features. The compressor is configured to compress the extracted features. The compressed features are closer to the extracted features than to the corrupted features. The classifier is trained to classify the compressed features.