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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.:

US 11741146 B1

PDFFull Text
Date of Patent:
Aug. 29, 2023

Filed:

Jul. 08, 2021

Embedding multi-modal time series and text data

Applicant:

Nec Laboratories America, Inc., Princeton, NJ (US);

Inventors:

Yuncong Chen, Plainsboro, NJ (US);

Dongjin Song, Princeton, NJ (US);

Cristian Lumezanu, Princeton Junction, NJ (US);

Haifeng Chen, West Windsor, NJ (US);

Takehiko Mizoguchi, West Windsor, NJ (US);

Xuchao Zhang, Elkridge, MD (US);

Assignee:

NEC Corporation;

Attorney:

Joseph Kolodka

Primary Examiner:

Etienne P Leroux

Int. Cl.
CPC ...
G06F 16/35 (2019.01); G06K 9/62 (2022.01); G06F 40/169 (2020.01); G06N 3/08 (2023.01); G06F 18/23 (2023.01); G06F 18/214 (2023.01); G06V 10/77 (2022.01); G06V 10/82 (2022.01); G06V 10/62 (2022.01);
U.S. Cl.
CPC ...
G06F 16/355 (2019.01); G06F 18/2155 (2023.01); G06F 18/23 (2023.01); G06F 40/169 (2020.01); G06N 3/08 (2013.01); G06V 10/62 (2022.01); G06V 10/7715 (2022.01); G06V 10/82 (2022.01);
Abstract

Methods and systems of training and using a neural network model include training a time series embedding model and a text embedding model with unsupervised clustering to translate time series and text, respectively, to a shared latent space. The time series embedding model and the text embedding model are further trained using semi-supervised clustering that samples training data pairs of time series information and associated text for annotation.

Find Patent Forward Citations

Chen, Yuncong. (2023). Embedding multi-modal time series and text data (U.S. Patent No. 11741146). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/11741146

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

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