ALEXANDRIA, Va., May 26 -- United States Patent no. 12,639,581, issued on May 26, was assigned to Samsung Electronics Co. Ltd (South Korea).
"Method and apparatus for data-free network quantization and compression with adversarial knowledge distillation" was invented by Yoo Jin Choi (San Diego), Jihwan Choi (Daegu, South Korea), Mostafa El-Khamy (San Diego) and Jungwon Lee (San Diego).
According to the abstract* released by the U.S. Patent & Trademark Office: "A method and system are provided. The method includes receiving, at a generator, a random input, producing, at the generator, a synthetic output of the received random input, receiving, at a teacher network, the synthetic output, receiving, at a student network, the synthetic output...