Patents by Inventor Dmitry Leonov

Dmitry Leonov 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).

  • EDGE MESSAGE PASSING NEURAL NETWORK
    Publication number: 20210287067
    Abstract: A method of generating graph data of an object is provided, the object is physical, audio object, text object or color object. The method can include: processing input graph data of at least one object with a graph convolution layer of an edge message passing neural network to obtain vector representations of the node data and edge data of the graph data; processing the vector representations of the edge data and node data with a graph pooling layer of the edge message passing neural network that aggregates the vector representations of the node data and the vector representations of edge data to produce a vector representation of the input graph data; processing the vector representation of the input graph data with a multi-layer perception layer of the edge message passing neural network to generate predicted graph data of a predicted object; and reporting the predicted graph data in a report.
    Type: Application
    Filed: March 10, 2021
    Publication date: September 16, 2021
    Inventors: Aleksandrs Zavoronkovs, Evgeny Olegovich Putin, Dmitry Leonov
  • Processing electronic messages
    Patent number: 10223369
    Abstract: The invention relates to a system for processing electronic messages. The system includes a communications module configured to interoperate with a plurality of email servers and coupled to a message processing module. The message processing module is configured to identify inbound messages and process such messages based on statistical analysis, user training, and shared rules. The system is compatible with most existing email clients and servers. The invention also relates to methods for processing messages and methods for training message processing systems.
    Type: Grant
    Filed: October 27, 2015
    Date of Patent: March 5, 2019
    Assignee: SaneBox, Inc.
    Inventors: Stuart Roseman, Peter Kovacs, Jason Gloudon, Garvin Gloudon, Dmitri Leonov
  • PROCESSING ELECTRONIC MESSAGES
    Publication number: 20160147782
    Abstract: The invention relates to a system for processing electronic messages. The system includes a communications module configured to interoperate with a plurality of email servers and coupled to a message processing module. The message processing module is configured to identify inbound messages and process such messages based on statistical analysis, user training, and shared rules. The system is compatible with most existing email clients and servers. The invention also relates to methods for processing messages and methods for training message processing systems.
    Type: Application
    Filed: October 27, 2015
    Publication date: May 26, 2016
    Applicant: SaneBox, Inc.
    Inventors: Stuart Roseman, Peter Kovacs, Jason Gloudon, Garvin Gloudon, Dmitri Leonov