Patents by Inventor Patricia Leigh MacWilliams

Patricia Leigh MacWilliams 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).

  • TRANSFER LEARNING BETWEEN DIFFERENT COMPUTER VISION TASKS
    Publication number: 20220189612
    Abstract: Methods, systems, and apparatus, including computer programs encoded on computer storage media, for training a neural network to perform a downstream computer vision task. One of the methods includes pre-training an initial neural network that shares layers with the neural network to perform an initial computer vision task and then training the neural network on the downstream computer vision task.
    Type: Application
    Filed: December 14, 2021
    Publication date: June 16, 2022
    Inventors: Xiaohua Zhai, Sylvain Gelly, Alexander Kolesnikov, Yin Ching Jessica Yung, Joan Puigcerver i Perez, Lucas Klaus Beyer, Neil Matthew Tinmouth Houlsby, Wen Yau Aaron Loh, Alan Prasana Karthikesalingam, Basil Mustafa, Jan Freyberg, Patricia Leigh MacWilliams, Vivek Natarajan