US Patent Issued to ROBERT BOSCH on Oct. 28 for "Image classification explanation by generating boundary crossing examples with removed features via filter suppression" (German Inventor)

ALEXANDRIA, Va., Oct. 28 -- United States Patent no. 12,456,034, issued on Oct. 28, was assigned to ROBERT BOSCH GMBH (Stuttgart, Germany).

"Image classification explanation by generating boundary crossing examples with removed features via filter suppression" was invented by Andres Mauricio Munoz Delgado (Weil Der Stadt, Germany).

According to the abstract* released by the U.S. Patent & Trademark Office: "A computer-implemented method for explaining a classification of one or more classifier inputs by a trained classifier. A generative model is used that generates inputs for the trained classifier. The generative model comprises multiple filters. Generator inputs corresponding to the one or more classifier inputs are obtained, where a ge...