ALEXANDRIA, Va., Sept. 23 -- United States Patent no. 12,425,618, issued on Sept. 23, was assigned to WAVEONE INC. (Palo Alto, Calif.).
"Dynamic control for a machine learning autoencoder" was invented by Oren Rippel (Mountain View, Calif.) and Lubomir Bourdev (Mountain View, Calif.).
According to the abstract* released by the U.S. Patent & Trademark Office: "An autoencoder is configured to encode content at different quality levels. The autoencoder includes an encoding system and a decoding system with neural network layers forming an encoder network and a decoder network. The encoder network and decoder network are configured to include branching paths through the networks that include different subnetworks. During deployment, content i...