The main aim of this project is to accelerate the kernel implementing the convolution operation, a fundamental step in Convolutional Neural Network (CNN) training. The optimization focuses on reducing ...

Our research proves a conjecture from string theory asserting the vanishing of a specific convolution sum arising in the 4-graviton scattering amplitude in 10-dimensional type IIB string theory. The ...

Abstract: We propose a new method for computing the 2-d Minkowski sum of non-convex polygons. Our method is convolution based. The main idea is to use the reduced convolution and filter the boundary ...