US Patent Issued to GM CRUISE HOLDINGS on Jan. 13 for "Deep learning optimizer for fine-tuning while dynamically mitigating catastrophic forgetting" (California Inventors)

ALEXANDRIA, Va., Jan. 13 -- United States Patent no. 12,524,671, issued on Jan. 13, was assigned to GM CRUISE HOLDINGS LLC (San Francisco).

"Deep learning optimizer for fine-tuning while dynamically mitigating catastrophic forgetting" was invented by Zhao Chen (Mountain View, Calif.) and Shuai Zheng (Santa Clara, Calif.).

According to the abstract* released by the U.S. Patent & Trademark Office: "Disclosed are embodiments for a deep learning optimizer for fine-tuning while dynamically mitigating catastrophic forgetting. In some aspects, a method includes saving an original state of a model to a buffer, the original state comprising original weights of the model; apply new gradients to intermediate model states of the model during at least...