公开(公告)号：US11422996B1

公开(公告)日：2022-08-23

申请号：US16396119

申请日：2019-04-26

Applicant: Snap Inc.

Inventor： Lawrence Jason Muhlstein ,  Leonardo Ribas Machado das Neves ,  Yanen Li ,  Ning Xu

IPC: G06F16/22 ,  G06N3/08 ,  G06F3/0481 ,  G06F3/0488

Abstract: A neural network system can select content based on user and item content embeddings in an approach that can be updated in real time on the user device without server support. Requests for content sent to the server can include an anonymous user embedding that includes data describing the user's inputs. The content that is nearest to the user embedding in a joint embedding space can be returned as suggested content.

公开(公告)号：US12118464B2

公开(公告)日：2024-10-15

申请号：US17820657

申请日：2022-08-18

Applicant: Snap Inc.

Inventor： Lawrence Jason Muhlstein ,  Leonardo Ribas Machado das Neves ,  Yanen Li ,  Ning Xu

IPC: G06N3/08 ,  G06F3/0481 ,  G06F16/22 ,  G06F3/0488

CPC classification number: G06N3/08 ,  G06F3/0481 ,  G06F16/22 ,  G06F3/0488

Abstract: A neural network system can select content based on user and item content embeddings in an approach that can be updated in real time on the user device without server support. Requests for content sent to the server can include an anonymous user embedding that includes data describing the user's inputs. The content that is nearest to the user embedding in a joint embedding space can be returned as suggested content.

公开(公告)号：US20230091110A1

公开(公告)日：2023-03-23

申请号：US17820657

申请日：2022-08-18

Applicant: Snap Inc.

Inventor： Lawrence Jason Muhlstein ,  Leonardo Ribas Machado das Neves ,  Yanen Li ,  Ning Xu

IPC: G06F16/22 ,  G06N3/08 ,  G06F3/0481

Abstract: A neural network system can select content based on user and item content embeddings in an approach that can be updated in real time on the user device without server support. Requests for content sent to the server can include an anonymous user embedding that includes data describing the user's inputs. The content that is nearest to the user embedding in a joint embedding space can be returned as suggested content.