Patents by Inventor Rong Ou

Rong Ou 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).

  • Neural network trained using federated learning with local training data preserved at local edge circuits
    Patent number: 12072954
    Abstract: Apparatuses, systems, and techniques to perform federated training of neural networks while maintaining control over dissemination of local models of neural networks from which aspects of local training data might be extracted. In at least one embodiment, a neural network is trained on local training data and a local model is provided to be aggregated with other local models into a global model that is in turn used for further local model training, wherein a provided local model or training is adjusted to reduce an ability to extract aspects of local training data therefrom.
    Type: Grant
    Filed: November 6, 2019
    Date of Patent: August 27, 2024
    Assignee: NVIDIA Corporation
    Inventors: Wenqi Li, Fausto Milletari, Daguang Xu, Yan Cheng, Nicola Christin Rieke, Charles Jonathan Hancox, Wentao Zhu, Rong Ou, Andrew Feng
  • Processor and system to train machine learning models based on comparing accuracy of model parameters
    Patent number: 11804050
    Abstract: Apparatuses, systems, and techniques to collaboratively train one or more machine learning models. Parameter reviewers may be configured to compare sets of machine learning model parameter information in order to generate one or more machine learning models, such as neural networks.
    Type: Grant
    Filed: October 31, 2019
    Date of Patent: October 31, 2023
    Assignee: NVIDIA Corporation
    Inventors: Fausto Milletari, Maximilian Baust, Nicola Rieke, Wenqi Li, Daguang Xu, Andrew Feng, Rong Ou, Yan Cheng
  • Mobile interaction with software test cases
    Patent number: 8538414
    Abstract: A method of managing a software test case includes receiving a message about a test case from a test case management system, associating the message with a mobile device, and translating the message and transmitting the translated message to the mobile device.
    Type: Grant
    Filed: July 17, 2007
    Date of Patent: September 17, 2013
    Assignee: Google Inc.
    Inventors: Erik Beans, Daniel Khuong, Rong Ou