Patents by Inventor Carl SALVAGGIO

Carl SALVAGGIO 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).

  • SYSTEM AND METHOD FOR BATCH-NORMALIZED RECURRENT HIGHWAY NETWORKS
    Publication number: 20210103777
    Abstract: Embodiments of the present disclosure relate to a recurrent framework based on Recurrent Highway Networks (RHNs) for sequence modeling using batch normalization. In certain embodiments, constraints within the RHNs are relaxed to reduce or avoid gradient vanishing or exploding by normalizing the current transition units in highway layers.
    Type: Application
    Filed: December 18, 2020
    Publication date: April 8, 2021
    Applicant: Kodak Alaris Inc.
    Inventors: Chi ZHANG, Raymond PTUCHA, Alexander LOUI, Carl SALVAGGIO
  • System and method for batch-normalized recurrent highway networks
    Patent number: 10872273
    Abstract: Embodiments of the present disclosure relate to a recurrent framework based on Recurrent Highway Networks (RHNs) for sequence modeling using batch normalization. In certain embodiments, constraints within the RHNs are relaxed to reduce or avoid gradient vanishing or exploding by normalizing the current transition units in highway layers.
    Type: Grant
    Filed: May 1, 2018
    Date of Patent: December 22, 2020
    Assignee: Kodak Alaris Inc.
    Inventors: Chi Zhang, Raymond Ptucha, Alexander Loui, Carl Salvaggio
  • SYSTEM AN METHOD FOR BATCH-NORMALIZED RECURRENT HIGHWAY NETWORKS
    Publication number: 20180322368
    Abstract: Embodiments of the present disclosure relate to a recurrent framework based on Recurrent Highway Networks (RHNs) for sequence modeling using batch normalization. In certain embodiments, constraints within the RHNs are relaxed to reduce or avoid gradient vanishing or exploding by normalizing the current transition units in highway layers.
    Type: Application
    Filed: May 1, 2018
    Publication date: November 8, 2018
    Applicant: Kodak Alaris Inc.
    Inventors: Chi ZHANG, Raymond PTUCHA, Alexander LOUI, Carl SALVAGGIO