ALEXANDRIA, Va., Aug. 25 -- United States Patent no. 12,718,053, issued on Aug. 25, was assigned to GDM Holding LLC (Mountain View, Calif.).
"Learning observation representations by predicting the future in latent space" was invented by Aaron Gerard Antonius van den Oord (London), Yazhe Li (London) and Oriol Vinyals (London).
According to the abstract* released by the U.S. Patent & Trademark Office: "Methods, systems, and apparatus, including computer programs encoded on a computer storage medium, for training an encoder neural network that is configured to process an input observation to generate a latent representation of the input observation. In one aspect, a method includes: obtaining a sequence of observations; for each observation ...