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. 18, 2025
Filed:
Dec. 04, 2023
Jpmorgan Chase Bank, N.a., New York, NY (US);
Andrea Coletta, Ferentino, IT;
Elizabeth Fons, London, GB;
Sriram Gopalakrishnan, West New York, NJ (US);
Svitlana Vyetrenko, Berkeley, CA (US);
Tucker Richard Balch, Suwanee, GA (US);
Manuela Veloso, New York, NY (US);
Tom Bamford, London, GB;
JPMORGAN CHASE BANK, N.A., New York, NY (US);
Abstract
A method and a system for using multi-modal time-series data retrieval through latent space projections to efficiently capture and store time-series data are provided. The method includes: generating a synthetic set of time-series data and a corresponding set of textual descriptions; using the synthetic data to generate a corresponding set of images; using the images to train an image encoder to learn a first multi-modal shared latent space, and using the textual descriptions to train a text encoder to learn the shared latent space; receiving historical time-series data and storing the historical data in a database; generating an index that relates to the shared latent space and is usable for identifying information stored in the database; receiving a user query that relates to a first new set of time-series data; and retrieving, from the database, information that is responsive to the query.