Patents by Inventor Nam Hai LE

Nam Hai LE 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: 20230186054
    Abstract: Various embodiments provide an apparatus, a method, and a computer program product. The apparatus includes at least one processor; and at least one non-transitory memory comprising computer program code; wherein the at least one memory and the computer program code are configured to, with the at least one processor, cause the apparatus at least to perform: organize plurality of decoders side neural networks based on one or more task categories or one or more tasks; and select a decoder side neural network based at least on the one or more task categories or the one or more task.
    Type: Application
    Filed: December 15, 2021
    Publication date: June 15, 2023
    Inventors: Francesco Cricrì, Honglei Zhang, Miska Matias Hannuksela, Hamed Rezazadegan Tavakoli, Nam Hai Le, Ramin Ghaznavi Youvalari, Jukka Ilari Ahonen, Emre Baris Aksu
  • Publication number: 20230154054
    Abstract: Various embodiments provide an apparatus, a method, and a computer program product. An example apparatus includes at least one processor; and at least one non-transitory memory comprising computer program code; wherein the at least one memory and the computer program code are configured to, with the at least one processor, cause the apparatus at least to iteratively perform following until a stopping criterion is met: provide a finetuning driving content (FDC) or a content derived from FDC to a decoder side neural network (DSNN); compute an output of the DSNN as a processed FDC; compute a loss based on the processed FDC and an approximated ground truth data (AGT) associated with the FDC; compute an update to the DSNN; and apply the computed update to the DSNN.
    Type: Application
    Filed: November 7, 2022
    Publication date: May 18, 2023
    Inventors: Francesco CRICRÌ, Honglei ZHANG, Miska Matias HANNUKSELA, Hamed REZAZADEGAN TAVAKOLI, Nam Hai LE, Ramin GHAZNAVI YOUVALARI, Jukka AHONEN, Emre Baris AKSU