Patents by Inventor Thibault CASTELLS

Thibault CASTELLS 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: 20220114444
    Abstract: A computer-implemented method for training a neural network to perform a data processing task includes: for each data sample of a set of labeled data samples: by a first loss function for the data processing task, computing a first loss for that data sample; and by a second loss function, automatically computing a weight value for the data sample based on the first loss, the weight value indicative of a reliability of a label of the data sample predicted by the neural network for the data sample and dictating the extent to which that data sample impacts training of the neural network; and training the neural network with the set of labelled data samples according to their respective weight value.
    Type: Application
    Filed: July 23, 2021
    Publication date: April 14, 2022
    Applicant: NAVER CORPORATION
    Inventors: Philippe WEINZAEPFEL, Jérome REVAUD, Thibault CASTELLS