ALEXANDRIA, Va., Nov. 25 -- United States Patent no. 12,482,249, issued on Nov. 25, was assigned to Intel Corp. (Santa Clara, Calif.).
"Poly-scale kernel-wise convolution for high-performance visual recognition applications" was invented by Anbang Yao (Beijing), Xiao Zhou (Shanghai), Guangli Zhang (Shanghai), Yu Zhang (Beijing) and Dian Gu (Shanghai).
According to the abstract* released by the U.S. Patent & Trademark Office: "Techniques related to poly-scale kernel-wise convolutional neural network layers are discussed. A poly-scale kernel-wise convolutional neural network layer is applied to an input volume to generate an output volume and include filters each having a number of filter kernels with the same sample rate and differing dila...