Patents by Inventor Pavel Izmailov

Pavel Izmailov 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: 20240169715
    Abstract: Methods, systems, and apparatus, including computer programs encoded on a computer storage medium, for training a neural network that is configured to process an input image to generate a network output for the input image. In one aspect, a method comprises, at each of a plurality of training steps: obtaining a plurality of training images for the training step; obtaining, for each of the plurality of training images, a respective target output; and selecting, from a plurality of image patch generation schemes, an image patch generation scheme for the training step, wherein, given an input image, each of the plurality of image patch generation schemes generates a different number of patches of the input image, and wherein each patch comprises a respective subset of the pixels of the input image.
    Type: Application
    Filed: November 22, 2023
    Publication date: May 23, 2024
    Inventors: Lucas Klaus Beyer, Pavel Izmailov, Simon Kornblith, Alexander Kolesnikov, Mathilde Caron, Xiaohua Zhai, Matthias Johannes Lorenz Minderer, Ibrahim Alabdulmohsin, Michael Tobias Tschannen, Filip Pavetic