Patents by Inventor Shaoduo GAN

Shaoduo GAN 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).

  • Domain adaptation
    Patent number: 11664820
    Abstract: An apparatus, method and computer program is described comprising: initialising weights of a target encoder based on a source encoder; initialising weights of a target discriminator associated with the target encoder such that the target discriminator is initialised to match a source discriminator associated with the source encoder; applying some of a target data set to the target encoder to generate target encoder outputs; applying the target encoder outputs to the target discriminator to generate a first local loss function output; training the target encoder to seek to increase the first local loss function output; training the target discriminator to seek to decrease the first local loss function output; and synchronising weights of the target discriminator and the source discriminator.
    Type: Grant
    Filed: June 3, 2020
    Date of Patent: May 30, 2023
    Assignee: Nokia Technologies Oy
    Inventors: Shaoduo Gan, Akhil Mathur, Anton Isopoussu
  • DOMAIN ADAPTATION
    Publication number: 20210089872
    Abstract: An apparatus, method and computer program is described comprising: initialising weights of a target encoder based on a source encoder; initialising weights of a target discriminator associated with the target encoder such that the target discriminator is initialised to match a source discriminator associated with the source encoder; applying some of a target data set to the target encoder to generate target encoder outputs; applying the target encoder outputs to the target discriminator to generate a first local loss function output; training the target encoder to seek to increase the first local loss function output; training the target discriminator to seek to decrease the first local loss function output; and synchronising weights of the target discriminator and the source discriminator.
    Type: Application
    Filed: June 3, 2020
    Publication date: March 25, 2021
    Inventors: Shaoduo GAN, Akhil MATHUR, Anton ISOPOUSSU