Patents by Inventor Tobias Domhan

Tobias Domhan 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).

  • Patent number: 11361212
    Abstract: Techniques are generally described for automatic scoring of alt-text for image data. In various examples, first image data and first text data describing the first image data may be received. A feature representation of the first image data may be determined using an encoder machine learning model. A hidden state representation may be determined using a decoder machine learning model based on the feature representation and a first word of the first text data. In some examples, a first score may be determined using the hidden state representation. The first score may include an indication of a descriptive capability of the first text data with respect to the first image data.
    Type: Grant
    Filed: September 11, 2019
    Date of Patent: June 14, 2022
    Assignee: AMAZON TECHNOLOGIES, INC.
    Inventors: Loris Bazzani, Maksim Lapin, Felix Hieber, Tobias Domhan
  • Publication number: 20210073617
    Abstract: Techniques are generally described for automatic scoring of alt-text for image data. In various examples, first image data and first text data describing the first image data may be received. A feature representation of the first image data may be determined using an encoder machine learning model. A hidden state representation may be determined using a decoder machine learning model based on the feature representation and a first word of the first text data. In some examples, a first score may be determined using the hidden state representation. The first score may include an indication of a descriptive capability of the first text data with respect to the first image data.
    Type: Application
    Filed: September 11, 2019
    Publication date: March 11, 2021
    Inventors: Loris Bazzani, Maksim Lapin, Felix Hieber, Tobias Domhan