Patents by Inventor Jayant Vaibhav Srivastava

Jayant Vaibhav Srivastava 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).

  • Publication number: 20210133439
    Abstract: Various disclosed embodiments can resolve output inaccuracies produced by many machine learning models. Embodiments use content order as input to machine learning model systems so that they can process documents according to the position or rank of instances in a document or image. In this way, the model is less likely to misclassify or incorrectly detect instances or the ordering between predicted instances. The content order in various embodiments can be used as an additional signal to classify or make predictions.
    Type: Application
    Filed: October 30, 2019
    Publication date: May 6, 2021
    Inventors: Ashutosh Mehra, Vlad Ion Morariu, Kajal Gupta, Jayant Vaibhav Srivastava, Curtis Michael Wigington, Tushar Tiwari
  • Publication number: 20210110153
    Abstract: Techniques described herein implement heading identification and classification for a digital document in a digital medium environment. A document analysis system is leveraged to extract structural features from a digital document, identify heading candidates from among the structural features, validate the headings candidates, and classify validated headings into different headings types. The classified headings are then utilized to generate a sectioned version of the digital document (“sectioned document”) that is divided into different sections based on the headings. Further, a document directory is generated that includes the headings and that enables navigation to different sections of the sectioned document.
    Type: Application
    Filed: October 9, 2019
    Publication date: April 15, 2021
    Applicant: Adobe Inc.
    Inventors: Mohit Gupta, Uttam Dwivedi, Shawn Alan Gaither, Jayant Vaibhav Srivastava, Ashutosh Mehra
  • Patent number: 10956731
    Abstract: Techniques described herein implement heading identification and classification for a digital document in a digital medium environment. A document analysis system is leveraged to extract structural features from a digital document, identify heading candidates from among the structural features, validate the headings candidates, and classify validated headings into different headings types. The classified headings are then utilized to generate a sectioned version of the digital document (“sectioned document”) that is divided into different sections based on the headings. Further, a document directory is generated that includes the headings and that enables navigation to different sections of the sectioned document.
    Type: Grant
    Filed: October 9, 2019
    Date of Patent: March 23, 2021
    Assignee: Adobe Inc.
    Inventors: Mohit Gupta, Uttam Dwivedi, Shawn Alan Gaither, Jayant Vaibhav Srivastava, Ashutosh Mehra