Patents by Inventor Michael Slawinski

Michael Slawinski 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: 20240362326
    Abstract: A method for selecting a region of a similarity space in which to locate a file. Numerous files are received, and feature vectors for each of the received files is created, each feature vector comprising values representing corresponding features for the file. A respective similarity space is created for each of the respective number of feature vectors, each respective similarity space comprising several regions. One of the regions of the respective similarity space is selected in which a respective representation of each file is located based on the respective feature vector for the file. A map of relationships between one or more regions of the similarity spaces is then constructed.
    Type: Application
    Filed: April 25, 2023
    Publication date: October 31, 2024
    Inventor: Michael Slawinski
  • Publication number: 20240311445
    Abstract: A method for constructing a similarity space in which to compare files. The method receives, and creates a respective pair of feature vectors for, each of the files. A low-level feature vector is created for a file, via a first parser, which includes a number of values, each representing corresponding low-level features identified in the file. A high-level feature vector is created, which includes a number of values, each representing corresponding high-level features identified in the file. The method then creates, during a training workflow of a neural network model, a similarity space comprising embedding vectors each corresponding to the respective pair of feature vectors for each of the files. The proximity of any two of the embedding vectors in the similarity space is based on a proximity of respective high-level feature vectors for a corresponding two files.
    Type: Application
    Filed: March 14, 2023
    Publication date: September 19, 2024
    Inventor: Michael Slawinski
  • Publication number: 20070179030
    Abstract: A combined free and stack-weight fitness apparatus utilizes a combination of free-weights and stack-weight assemblies to provide multi-mode fitness training. The total training resistance is a combination of free-weights attached to a barbell and stack-weight resistance transmitted to the barbell by cables. A pair of overhead cables attached to the barbell provide vertical support until a substantial portion of the weight on the barbell is borne by the operator.
    Type: Application
    Filed: February 1, 2006
    Publication date: August 2, 2007
    Inventor: Michael Slawinski