Patents by Inventor Shweti MAHAJAN

Shweti MAHAJAN 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).

  • Self-supervised system for learning a user interface language
    Patent number: 12248794
    Abstract: A computer implemented method includes accessing training data that includes images, associated alternative text, and proximately located text providing instructions describing a user interface. The images are paired with text captions derived from the proximately located text and image's alternative text, training a vision and language model in a self-supervised manner using language masking, region masking, and image-text alignment techniques on respective image region features and tokenized text captions. Fine-tuning of the vision and language model is performed to obtain a specialized model representing user interface elements and associated functions.
    Type: Grant
    Filed: March 22, 2022
    Date of Patent: March 11, 2025
    Assignee: Microsoft Technology Licensing, LLC
    Inventors: Oriana Riva, Shweti Mahajan, Pratyay Banerjee, Kushal Arora, Weiwei Yang, Christopher Miles White, Sahisnu Mazumder
  • Self-Supervised System for Learning a User Interface Language
    Publication number: 20230305863
    Abstract: A computer implemented method includes accessing training data that includes images, associated alternative text, and proximately located text providing instructions describing a user interface. The images are paired with text captions derived from the proximately located text and image's alternative text, training a vision and language model in a self-supervised manner using language masking, region masking, and image-text alignment techniques on respective image region features and tokenized text captions. Fine-tuning of the vision and language model is performed to obtain a specialized model representing user interface elements and associated functions.
    Type: Application
    Filed: March 22, 2022
    Publication date: September 28, 2023
    Inventors: Oriana RIVA, Shweti MAHAJAN, Pratyay BANERJEE, Kushal ARORA, Weiwei YANG, Christopher Miles WHITE, Sahisnu MAZUMDER