Patents by Inventor Artem BABENKO

Artem BABENKO 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).

  • Method and system for adapting a diffusion model
    Patent number: 12579702
    Abstract: A method and a server for adapting a diffusion model are provided. The method comprising: receiving a given plurality of images of a given object; receiving a respective textual description for the given object; generating, based on the given plurality of images, a training set of data including a plurality of training digital objects; sampling, from the plurality of training digital objects, a given reference training digital object for using during a validation step; in cycles, executing the validation step by feeding a given reference training digital object to the diffusion model; in response to a convergence metric associated with a loss function at a given cycle of executing the validation step being below a predetermined threshold, terminating the adapting the diffusion model.
    Type: Grant
    Filed: February 8, 2024
    Date of Patent: March 17, 2026
    Assignee: Y.E. Hub Armenia LLC
    Inventors: Artem Babenko, Mikhail Khoroshikh, Maksim Riabinin, Anton Voronov
  • METHOD AND SYSTEM FOR ADAPTING A DIFFUSION MODEL
    Publication number: 20250259338
    Abstract: A method and a server for adapting a diffusion model are provided. The method comprising: receiving a given plurality of images of a given object; receiving a respective textual description for the given object; generating, based on the given plurality of images, a training set of data including a plurality of training digital objects; sampling, from the plurality of training digital objects, a given reference training digital object for using during a validation step; in cycles, executing the validation step by feeding a given reference training digital object to the diffusion model; in response to a convergence metric associated with a loss function at a given cycle of executing the validation step being below a predetermined threshold, terminating the adapting the diffusion model.
    Type: Application
    Filed: February 8, 2024
    Publication date: August 14, 2025
    Inventors: Artem BABENKO, Mikhail KHOROSHIKH, Maksim RIABININ, Anton VORONOV