objective The objective is to address the performance disparities between CPU and GPU implementations of 2D convolution operations on grayscale images. Given the parallel processing capabilities of ...
This repository contains only our code which is used in the IEEE Signal Processing Magazine Lecture Note "Efficient Adjoint Computation for Wavelet and Convolution Operators", by James Folberth and ...
Abstract: The task of transfer learning using pretrained convolutional neural networks is considered. We propose a convolution-SVD layer to analyze the convolution operators with a singular value ...
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