Patents by Inventor Huanzhong Xu

Huanzhong Xu 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).

  • Publication number: 20240144663
    Abstract: A system is disclosed that includes a computer that includes a processor and a memory, the memory including instructions executable by the processor to input an image acquired by a sensor to a neural network to output a prediction regarding an object included in the image. The neural network can be trained, based on (a) a distributed robust optimization that minimizes an expectation applied to probability distributions of loss functions to select training images that yield a solution with a selected uncertainty level and (b) generating additional input images based on adversarial images.
    Type: Application
    Filed: November 1, 2022
    Publication date: May 2, 2024
    Applicants: Ford Global Technologies, LLC, The Board of Trustees of the Leland Stanford Junior University
    Inventors: Xinru Hua, Huanzhong Xu, Jose Blanchet, Viet Anh Nguyen, Marcos Paul Gerardo Castro