Abstract Improving the performance of deep neural networks (DNNs) is important to both the compiler and neural architecture ...

Mathematically, symmetry is a form of 'invariance': Even when subjected to certain operations or transformations ... are represented mathematically by matrices -- rectangular arrays of numbers.

Abstract: This letter demonstrates the viability of perfectly undetectable affine transformation attacks against robotic manipulators where intelligent attackers can inject multiplicative and additive ...

In mathematics, the affine group or general affine group of any affine space is the group of all invertible affine transformations from the space ... Over any field, the affine group may be viewed as ...

The Applied Mathematics Program is open to those students who have earned a B.S. degree in engineering, science, or mathematics, provided that the student has completed a program in undergraduate ...

The novelty of our model lies in the introduction of a new matrix transformation technique that ensures compatibility with both HE algorithms and AI model weight matrices, significantly improving ...

Lastly, the function form of the shortcuts can return a matrix representing the operation the shortcut performs. The rotation and scaling shortcuts accept an optional centerpoint for the rotation or ...

Equivalently, an affine property is a property that is invariant under affine transformations of the Euclidean space. For affine spaces of infinite dimension, the same definition applies, using only ...