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. 11, 2026
Filed:
Oct. 18, 2021
Adp, Inc., Roseland, NJ (US);
Min Xiao, Florham Park, NJ (US);
ADP, Inc., Roseland, NJ (US);
Abstract
A method for multi-modal deep learning is provided. The method comprises receiving input data from a database, wherein the input data comprises different data types. Responsive to receiving the input data, a number of corresponding neural extractors are identified to which to route the input data according to data type. Each neural extractor is specialized in extracting latent representations from a specific data type. The neural extractors, via a number of machine learning models, extract latent representations from the input data. The latent representations are then directed to a number of corresponding neural predictors, wherein each input data type is directed to a modality-specific neural predictor. The neural predictors then generate a number of output predictions for each input data type.