Patents by Inventor Brian M. Belgodere

Brian M. Belgodere 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).

  • Generating and augmenting transfer learning datasets with pseudo-labeled images
    Patent number: 11151410
    Abstract: A computer-implemented method for data labeling is provided. The computer-implemented method assigns pseudo-labels to unlabeled examples of data using a similarity metric on an embedding space to produce pseudo-labeled examples. A curriculum learning model is trained using the pseudo-labeled examples. The curriculum learning model trained with the pseudo-labeled examples is employed in in a fine-tuning task to enhance classification accuracy of the data.
    Type: Grant
    Filed: September 7, 2018
    Date of Patent: October 19, 2021
    Assignee: INTERNATIONAL BUSINESS MACHINES CORPORATION
    Inventors: Patrick Watson, Bishwaranjan Bhattacharjee, Siyu Huo, Noel C. Codella, Brian M. Belgodere, Parijat Dube, Michael R. Glass, John R. Kender, Matthew L. Hill
  • GENERATING AND AUGMENTING TRANSFER LEARNING DATASETS WITH PSEUDO-LABELED IMAGES
    Publication number: 20200082210
    Abstract: A computer-implemented method for data labeling is provided. The computer-implemented method assigns pseudo-labels to unlabeled examples of data using a similarity metric on an embedding space to produce pseudo-labeled examples. A curriculum learning model is trained using the pseudo-labeled examples. The curriculum learning model trained with the pseudo-labeled examples is employed in in a fine-tuning task to enhance classification accuracy of the data.
    Type: Application
    Filed: September 7, 2018
    Publication date: March 12, 2020
    Inventors: Patrick Watson, Bishwaranjan Bhattacharjee, Siyu Huo, Noel C. Codella, Brian M. Belgodere, Parijat Dube, Michael R. Glass, John R. Kender, Matthew L. Hill
  • TRANSFORMING BUSINESS POLICIES TO INFORMATION TECHNOLOGY SECURITY CONTROL TERMS FOR IMPROVED SYSTEM COMPLIANCE
    Publication number: 20160080422
    Abstract: A hierarchically layered group of domain-specific enhanced enterprise ontologies where each domain layer is connected to the immediate domain layer below through a layer policy/control/context translation ontology. Security controls discovery and a mapping ontology is semantically integrated to domain meta models in each layer and a corresponding security controls knowledge base.
    Type: Application
    Filed: June 5, 2015
    Publication date: March 17, 2016
    Inventors: Brian M. Belgodere, Lorraine M. Herger, Shakil M. Khan, Matthew A. McCarthy, William J. Rippon