US Patent Issued to L'Oreal on Feb. 3 for "Methods, apparatus and systems incorporating GANs minimizing attribute entanglement using self-corrected GANs spaces" (Canadian Inventors)

ALEXANDRIA, Va., Feb. 3 -- United States Patent no. 12,541,935, issued on Feb. 3, was assigned to L'Oreal (Paris).

"Methods, apparatus and systems incorporating GANs minimizing attribute entanglement using self-corrected GANs spaces" was invented by Zikun Chen (Toronto) and Ruowei Jiang (Toronto).

According to the abstract* released by the U.S. Patent & Trademark Office: "Methods, apparatus, systems achieve disentanglement in semantic editing using GANs-based models. Self-corrected (low-density) latent code samples are projected in the original latent space and the editing directions corrected though relearning based on resulting high-density and low-density regions in the amended latent space. Leveraging the original meaningful direction...