Patents by Inventor Shay Deutsch

Shay Deutsch 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).

  • Zero-shot learning using multi-scale manifold alignment
    Patent number: 10592788
    Abstract: Described is a system for recognition of unseen and untrained patterns. A graph is generated based on visual features from input data, the input data including labeled instances and unseen instances. Semantic representations of the input data are assigned as graph signals based on the visual features. The semantic representations are aligned with visual representations of the input data using a regularization method applied directly in a spectral graph wavelets (SGW) domain. The semantic representations are then used to generate labels for the unseen instances. The unseen instances may represent unknown conditions for an autonomous vehicle.
    Type: Grant
    Filed: December 19, 2017
    Date of Patent: March 17, 2020
    Assignee: HRL Laboratories, LLC
    Inventors: Shay Deutsch, Kyungnam Kim, Yuri Owechko
  • ZERO-SHOT LEARNING USING MULTI-SCALE MANIFOLD ALIGNMENT
    Publication number: 20180197050
    Abstract: Described is a system for recognition of unseen and untrained patterns. A graph is generated based on visual features from input data, the input data including labeled instances and unseen instances. Semantic representations of the input data are assigned as graph signals based on the visual features. The semantic representations are aligned with visual representations of the input data using a regularization method applied directly in a spectral graph wavelets (SGW) domain. The semantic representations are then used to generate labels for the unseen instances. The unseen instances may represent unknown conditions for an autonomous vehicle.
    Type: Application
    Filed: December 19, 2017
    Publication date: July 12, 2018
    Inventors: Shay Deutsch, Kyungnam Kim, Yuri Owechko