Patents by Inventor Divyam MADAAN

Divyam MADAAN 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).

  • TECHNIQUES FOR HETEROGENEOUS CONTINUAL LEARNING WITH MACHINE LEARNING MODEL ARCHITECTURE PROGRESSION
    Publication number: 20240119361
    Abstract: One embodiment of a method for training a first machine learning model having a different architecture than a second machine learning model includes receiving a first data set, performing one or more operations to generate a second data set based on the first data set and the second machine learning model, wherein the second data set includes at least one feature associated with one or more tasks that the second machine learning model was previously trained to perform, and performing one or more operations to train the first machine learning model based on the second data set and the second machine learning model.
    Type: Application
    Filed: July 6, 2023
    Publication date: April 11, 2024
    Inventors: Hongxu YIN, Wonmin BYEON, Jan KAUTZ, Divyam MADAAN, Pavlo MOLCHANOV