Patents by Inventor Sébastien COMBREXELLE

Sébastien COMBREXELLE 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: 20220318623
    Abstract: A device comprising at least one processing logic configured for: obtaining an input vector representing an input data sample; until a stop criterion is met, performing successive iterations of: using an autoencoder trained using a set of reference vectors to encode the input vector into a compressed vector, and decode the compressed vector into a reconstructed vector; calculating a reconstruction loss between the reconstructed and the input vectors, and a gradient of the reconstruction loss; updating said input vector for the subsequent iteration using said gradient.
    Type: Application
    Filed: September 22, 2020
    Publication date: October 6, 2022
    Inventors: David DEHAENE, Oriel FRIGO, Sébastien COMBREXELLE, Pierre ELINE