Patents by Inventor Binyam Gebre

Binyam Gebre 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).

  • Training first and second neural network models
    Patent number: 11657265
    Abstract: Described herein are systems and methods for training first and second neural network models. A system comprises a memory comprising instruction data representing a set of instructions and a processor configured to communicate with the memory and to execute the set of instructions. The set of instructions, when executed by the processor, cause the processor to set a weight in the second model based on a corresponding weight in the first model, train the second model on a first dataset, wherein the training comprises updating the weight in the second model and adjust the corresponding weight in the first model based on the updated weight in the second model.
    Type: Grant
    Filed: November 15, 2018
    Date of Patent: May 23, 2023
    Assignee: KONINKLIJKE PHILIPS N.V.
    Inventors: Binyam Gebre, Erik Bresch, Dimitrios Mavroeidis, Teun van den Heuvel, Ulf Grossekathöfer
  • TRAINING FIRST AND SECOND NEURAL NETWORK MODELS
    Publication number: 20190156205
    Abstract: Described herein are systems and methods for training first and second neural network models. A system comprises a memory comprising instruction data representing a set of instructions and a processor configured to communicate with the memory and to execute the set of instructions. The set of instructions, when executed by the processor, cause the processor to set a weight in the second model based on a corresponding weight in the first model, train the second model on a first dataset, wherein the training comprises updating the weight in the second model and adjust the corresponding weight in the first model based on the updated weight in the second model.
    Type: Application
    Filed: November 15, 2018
    Publication date: May 23, 2019
    Inventors: Binyam Gebre, Erik Bresch, Dimitrios Mavroeidis, Teun van den Heuvel, Ulf Grossekathöfer