ALEXANDRIA, Va., June 12 -- United States Patent no. 12,299,840, issued on May 13, was assigned to Mobileye Vision Technologies Ltd. (Jerusalem).
"Transposed convolution on downsampled data" was invented by Yaniv Fais (Tel Aviv, Israel), Ariel Binenfeld (Haifa, Israel) and Liran Levy (Kiryat Ata, Israel).
According to the abstract* released by the U.S. Patent & Trademark Office: "The present subject matter provides technical solutions facing technical problems associated with preserving spatial dimension of images used in CNNs. Transposed convolutional layers may be used to provide improved spatial dimension preservation or reconstruction. In contrast with image interpolation, transposed convolutional layers may use a set of weights to re...