公开(公告)号：US20240362265A1

公开(公告)日：2024-10-31

申请号：US18140812

申请日：2023-04-28

Applicant: Accenture Global Solutions Limited

Inventor： Yuan HE ,  Anupam Anurag TRIPATHI ,  Anwitha PARUCHURI ,  Sukryool KANG ,  Andrew Francis HICKL ,  Sujeong CHA ,  Surya Raghavendra VADLAMANI ,  Peter Royer SMITH, JR.

IPC: G06F16/535 ,  G06F16/538 ,  G06F16/56 ,  G06N3/08

CPC classification number: G06F16/535 ,  G06F16/538 ,  G06F16/56 ,  G06N3/08

Abstract: Methods, systems, and apparatus are provided for generating an image. A personalized text prompt is generated by processing an input embedding using a transformer model followed by a first fully connected neural network. The input embedding comprises a multi-dimensional embedding vector associated with a user profile and a plurality of user items. A scored label set is generated identifying a user's preferences by processing a set of attributes for the plurality of user items using a second fully connected neural network. The image is generated by processing the personalized text prompt and the scored label set using a diffusion model.