Patents by Inventor Patel U. Govind

Patel U. Govind has filed for patents to protect the following inventions. This listing includes patent applications that are pending as well as patents that have already been granted by the United States Patent and Trademark Office (USPTO).

  • Deep learning based visual compatibility prediction for bundle recommendations
    Patent number: 12136118
    Abstract: Systems, methods, and computer storage media are disclosed for predicting visual compatibility between a bundle of catalog items (e.g., a partial outfit) and a candidate catalog item to add to the bundle. Visual compatibility prediction may be jointly conditioned on item type, context, and style by determining a first compatibility score jointly conditioned on type (e.g., category) and context, determining a second compatibility score conditioned on outfit style, and combining the first and second compatibility scores into a unified visual compatibility score. A unified visual compatibility score may be determined for each of a plurality of candidate items, and the candidate item with the highest unified visual compatibility score may be selected to add to the bundle (e.g., fill the in blank for the partial outfit).
    Type: Grant
    Filed: March 20, 2023
    Date of Patent: November 5, 2024
    Assignee: Adobe Inc.
    Inventors: Kumar Ayush, Ayush Chopra, Patel U. Govind, Balaji Krishnamurthy, Anirudh Singhal
  • DEEP LEARNING BASED VISUAL COMPATIBILITY PREDICTION FOR BUNDLE RECOMMENDATIONS
    Publication number: 20230316379
    Abstract: Systems, methods, and computer storage media are disclosed for predicting visual compatibility between a bundle of catalog items (e.g., a partial outfit) and a candidate catalog item to add to the bundle. Visual compatibility prediction may be jointly conditioned on item type, context, and style by determining a first compatibility score jointly conditioned on type (e.g., category) and context, determining a second compatibility score conditioned on outfit style, and combining the first and second compatibility scores into a unified visual compatibility score. A unified visual compatibility score may be determined for each of a plurality of candidate items, and the candidate item with the highest unified visual compatibility score may be selected to add to the bundle (e.g., fill the in blank for the partial outfit).
    Type: Application
    Filed: March 20, 2023
    Publication date: October 5, 2023
    Inventors: Kumar AYUSH, Ayush Chopra, Patel U. Govind, Balaji Krishnamurthy, Anirudh Singhal