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We present group equivariant capsule networks, a framework to introduce guaranteed equivariance and invariance properties to the capsule network idea. Our work can be divided into two contributions. First, we present a generic routing by…

计算机视觉与模式识别 · 计算机科学 2018-10-25 Jan Eric Lenssen , Matthias Fey , Pascal Libuschewski

The theory of spaces with different (not only by sign) contravariant and covariant affine connections and metrics [}$(\bar{L}_n,g)$\QTR{it}{-spaces] is worked out within the framework of the tensor analysis over differentiable manifolds and…

广义相对论与量子宇宙学 · 物理学 2007-05-23 S. Manoff

A formally exact discrete multi-resolution representation of quantum field theory on a light front is presented. The formulation uses an orthonormal basis of compactly supported wavelets to expand the fields restricted to a light front. The…

高能物理 - 理论 · 物理学 2020-05-20 W. N. Polyzou

Previous studies of the vacuum polarization on de Sitter have demonstrated that there is a simple, noncovariant representation of it in which the physics is transparent. There is also a cumbersome, covariant representation in which the…

广义相对论与量子宇宙学 · 物理学 2013-11-11 Katie E. Leonard , T. Prokopec , R. P. Woodard

In this paper, we define representations and cohomology of weighted Rota-Baxter Lie algebras. As applications of cohomology, we study abelian extensions and formal $1$-parameter deformations weighted Rota-Baxter Lie algebras. Finally, we…

表示论 · 数学 2021-09-07 Apurba Das

We state and prove a simple Theorem that allows one to generate invariant quantities in Metric-Affine Geometry, under a given transformation of the affine connection. We start by a general functional of the metric and the connection and…

广义相对论与量子宇宙学 · 物理学 2020-03-11 Damianos Iosifidis

Let F be a smooth real manifold with a linear connection in the tangent bundle. How can we extend the coefficients of the connection to bi-differential operators that incorporate the original structure at zero order? Take a constant mapping…

数学物理 · 物理学 2009-01-30 Arthemy V. Kiselev , Johan W. van de Leur

The n-th order covariant derivative on a smooth manifold with an affine connection is a differential operator which turns a function into a tensor field of type (0,n). In this paper the properties of this operatior related to the…

微分几何 · 数学 2011-06-28 A. V. Gavrilov

This paper presents a wavelet representation using baseband signals, by exploiting Kotel'nikov results. Details of how to obtain the processes of envelope and phase at low frequency are shown. The archetypal interpretation of wavelets as an…

经典分析与常微分方程 · 数学 2018-08-24 H. M. de Oliveira , R. J. Cintra , R. C. de Oliveira

The wave function of a composite system is defined in relativity on a space-time surface. In the explicitly covariant light-front dynamics, reviewed in the present article, the wave functions are defined on the plane $\omega \cd x=0$, where…

核理论 · 物理学 2011-07-19 J. Carbonell , B. Desplanques , V. A. Karmanov , J. -F. Mathiot

In this paper we provide a step towards the understanding of the O($n$) bulk operator algebra. By using a mixture of analytical and numerical methods, we compute (ratios of) structure constants, and analyse the logarithmic structure of the…

数学物理 · 物理学 2015-05-05 Benoit Estienne , Yacine Ikhlef

We consider elliptic transmission problems with complex coefficients across an interface. Under proper transmission conditions, that extend known conditions for well-posedness, and sub-ellipticity we derive microlocal and local Carleman…

偏微分方程分析 · 数学 2016-05-10 Mourad Bellassoued , Jérôme Le Rousseau

Convenient parameterizations of matrices in terms of vectors transform (certain classes of) matrix equations into covariant (hence rotation-invariant) vector equations. Certain recently introduced such parameterizations are tersely…

可精确求解与可积系统 · 物理学 2009-11-10 M. Bruschi , F. Calogero

A wavelet scattering network computes a translation invariant image representation, which is stable to deformations and preserves high frequency information for classification. It cascades wavelet transform convolutions with non-linear…

计算机视觉与模式识别 · 计算机科学 2012-03-09 Joan Bruna , Stéphane Mallat

In this paper first we give a partial answer to a question of L. Moln\'ar and W. Timmermann. Namely, we will describe those linear (not necessarily bijective) transformations on the set of self-adjoint matrices which preserve a unitarily…

泛函分析 · 数学 2015-07-13 György Pál Gehér , Gergő Nagy

The boundary-value problem on semi-axis for one class operator-differential equations of the fourth order, the main part of which has the multiple characteristic is investigated in this paper in Sobolev type weighted space. Correctness and…

泛函分析 · 数学 2011-07-27 A. R. Aliev

Let $(X,d)$ be a metric space and $X_0$ be an open and dense subset of $X$. We develop the Walters' theory and discuss the existence of conformal measures in terms of the Perron-Frobenius-Ruelle operator for a continuous map…

动力系统 · 数学 2013-03-29 Jian-Hua Zheng

In this paper we study the commutators of fractional type integral operators. This operators are given by kernels of theform $$K(x,y)=k_1(x-A_1y)k_2(x-A_2y)\dots k_m(x-A_my),$$ where $A_i$ are invertibles matrices and each $k_i$ satisfies a…

经典分析与常微分方程 · 数学 2018-04-27 Gonzalo H. Ibañez-Firnkorn , María Silvina Riveros

The Quantum Wheeler-DeWitt operator can be derived from an affine commutation relation via the affine group representation formalism for gravity, wherein a family of gauge-diffeomorphism invariant affine coherent states are constructed from…

广义相对论与量子宇宙学 · 物理学 2014-09-29 Eyo Eyo Ita , Chou Ching-Yi

A complex-valued convolutional network (convnet) implements the repeated application of the following composition of three operations, recursively applying the composition to an input vector of nonnegative real numbers: (1) convolution with…

机器学习 · 计算机科学 2016-05-04 Joan Bruna , Soumith Chintala , Yann LeCun , Serkan Piantino , Arthur Szlam , Mark Tygert