Patents by Inventor Rim Shayakhmetov

Rim Shayakhmetov 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).

  • MUTUAL INFORMATION ADVERSARIAL AUTOENCODER
    Publication number: 20220391709
    Abstract: A method for generating an object includes: providing a dataset having object data and condition data; processing the object data to obtain latent object data and latent object-condition data; processing the condition data to obtain latent condition data and latent condition-object data; processing the latent object data and the latent object-condition data to obtain generated object data; processing the latent condition data and latent condition-object data to obtain generated condition data; comparing the latent object-condition data to the latent condition-object data to determine a difference; processing the latent object data and latent condition data and one of the latent object-condition data or latent condition-object data to obtain a discriminator value; and selecting a selected object based on the generated object data.
    Type: Application
    Filed: June 16, 2022
    Publication date: December 8, 2022
    Inventors: Aleksandr Aliper, Aleksandrs Zavoronkovs, Alexander Zhebrak, Artur Kadurin, Daniil Polykovskiy, Rim Shayakhmetov
  • Mutual information adversarial autoencoder
    Patent number: 11403521
    Abstract: A method for generating an object includes: providing a dataset having object data and condition data; processing the object data to obtain latent object data and latent object-condition data; processing the condition data to obtain latent condition data and latent condition-object data; processing the latent object data and the latent object-condition data to obtain generated object data; processing the latent condition data and latent condition-object data to obtain generated condition data; comparing the latent object-condition data to the latent condition-object data to determine a difference; processing the latent object data and latent condition data and one of the latent object-condition data or latent condition-object data to obtain a discriminator value; and selecting a selected object based on the generated object data.
    Type: Grant
    Filed: June 22, 2018
    Date of Patent: August 2, 2022
    Assignee: INSILICO MEDICINE IP LIMITED
    Inventors: Aleksandr Aliper, Aleksandrs Zavoronkovs, Alexander Zhebrak, Artur Kadurin, Daniil Polykovskiy, Rim Shayakhmetov
  • MUTUAL INFORMATION ADVERSARIAL AUTOENCODER
    Publication number: 20190392304
    Abstract: A method for generating an object includes: providing a dataset having object data and condition data; processing the object data to obtain latent object data and latent object-condition data; processing the condition data to obtain latent condition data and latent condition-object data; processing the latent object data and the latent object-condition data to obtain generated object data; processing the latent condition data and latent condition-object data to obtain generated condition data; comparing the latent object-condition data to the latent condition-object data to determine a difference; processing the latent object data and latent condition data and one of the latent object-condition data or latent condition-object data to obtain a discriminator value; and selecting a selected object based on the generated object data.
    Type: Application
    Filed: June 22, 2018
    Publication date: December 26, 2019
    Inventors: Aleksandr Aliper, Aleksandrs Zavoronkovs, Alexander Zhebrak, Artur Kadurin, Daniil Polykovskiy, Rim Shayakhmetov