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:
Dec. 09, 2025
Filed:
Jul. 12, 2023
Salesforce, Inc., San Francisco, CA (US);
Shu Zhang, Fremont, CA (US);
Xinyi Yang, Palo Alto, CA (US);
Yihao Feng, Austin, TX (US);
Ran Xu, Mountain View, CA (US);
Ning Yu, Palo Alto, CA (US);
Chia-Chih Chen, Palo Alto, CA (US);
Salesforce, Inc., San Francisco, CA (US);
Abstract
Embodiments described herein provide a feedback based instructional image editing framework that employs a diffusion process to follow user instruction for image editing. A diffusion model is fine-tuned using a reward model, which may be trained via human annotation. The training of the reward model may be done by having the image editing model output a number of images, which a human annotator ranks based on their alignment with the original image and a given instruction.