Hyper-personalized prompt based content generation

US12242530B2 · kind B2 · utility

Assignee

• ACCENTURE GLOBAL SOLUTIONS LIMITED · IE

Inventors

• Yuan He · Boise, US
• Anupam Anurag Tripathi · Chicago, US
• Anwitha Paruchuri · San Jose, US
• Sukryool Kang · Dublin, US
• Andrew Francis Hickl · Seattle, US
• Sujeong Cha · Manhattan, US
• Surya Raghavendra Vadlamani · Newtown, US
• Peter Royer Smith, Jr. · Sharon, US

Key dates

• Filing date: Apr 28, 2023
• Grant date: Mar 4, 2025
• Expiry date: Apr 28, 2043

Classification

• Technology area (CPC G): Physics
• CPC primary: G06N3/08
• WIPO field: Computer technology
• WIPO sector: Electrical engineering

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.