ALEXANDRIA, Va., Dec. 9 -- United States Patent no. 12,494,004, issued on Dec. 9, was assigned to Salesforce Inc. (San Francisco).
"Systems and methods for feedback based instructional visual editing" was invented by Shu Zhang (Fremont, Calif.), Xinyi Yang (Palo Alto, Calif.), Yihao Feng (Austin, Texas), Ran Xu (Mountain View, Calif.), Ning Yu (Palo Alto, Calif.) and Chia-Chih Chen (Palo Alto, Calif.).
According to the abstract* released by the U.S. Patent & Trademark Office: "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...