公开(公告)号：US20190236450A1

公开(公告)日：2019-08-01

申请号：US16230909

申请日：2018-12-21

Applicant: Snap Inc.

Inventor： Yanen Li ,  Kuan Liu ,  Ning Xu

IPC: G06N3/08 ,  G06N3/04

CPC classification number: G06N3/08 ,  G06N3/04

Abstract: Multimodal data sets of a given entity (e.g., a user) can be processed using a plurality of different machine learning schemes, such as a recurrent neural network and a fully connected neural network. Representations generated by the networks can be combined in an additive layer and further in a multiplicative layer that emphasizes informative modalities and tolerates less informative modalities.