US Patent Issued to INFINIQ on Sept. 15 for "Method and apparatus for continuous learning using asymmetric structures" (South Korean Inventors)

ALEXANDRIA, Va., Sept. 15 -- United States Patent no. 12,737,639, issued on Sept. 15, was assigned to INFINIQ Co. Ltd. (Seoul, South Korea).

"Method and apparatus for continuous learning using asymmetric structures" was invented by Min Jae Jung (Osan-si, South Korea), Joo Hee Kim (Seongnam-si, South Korea), Seung Jin Oh (Seongnam-si, South Korea), Seung Taek Kim (Gwangmyeong-si, South Korea) and Kyung Shil Kang (Seoul, South Korea).

According to the abstract* released by the U.S. Patent & Trademark Office: "The present invention aims to minimize catastrophic forgetting that occurs during the continual learning process of a large language model (LLM), and to improve the model's performance by efficiently acquiring new knowledge. A memory o...