US Patent Issued to Salesforce on Jan. 20 for "Systems and methods for contrastive learning with self-labeling refinement" (Singaporean, American Inventors)

ALEXANDRIA, Va., Jan. 20 -- United States Patent no. 12,530,587, issued on Jan. 20, was assigned to Salesforce Inc. (San Francisco).

"Systems and methods for contrastive learning with self-labeling refinement" was invented by Pan Zhou (Singapore), Caiming Xiong (Menlo Park, Calif.) and Chu Hong Hoi (Singapore).

According to the abstract* released by the U.S. Patent & Trademark Office: "Embodiments described herein provide a contrastive learning mechanism with self-labeling refinement, which iteratively employs the network and data themselves to generate more accurate and informative soft labels for contrastive learning. Specifically, the contrastive learning framework includes a self-labeling refinery module to explicitly generate accurat...