PF-ViT: Parallel and Fast Vision Transformer for Offline Handwritten Chinese Character Recognition. [PDF]
Recently, Vision Transformer (ViT) has been widely used in the field of image recognition. Unfortunately, the ViT model repeatedly stacks 12‐layer encoders, resulting in a large number of model computations, many parameters, and slow training speed, making it difficult to deploy on mobile devices.
Dan Y, Zhu Z, Jin W, Li Z.
europepmc +2 more sources
Willingness to pay for credence attributes associated with agri‐food products—Evidence from Canada
Abstract Credence attributes such as environmental impact, origin, fairness/unfairness, and food safety/health are not available with certainty prior to or at the time of the consumer purchase decision. This creates a problem of imperfect or asymmetric information, leading to suboptimal supply and demand for products with these desirable attributes ...
Ousmane Z. Traoré +2 more
wiley +1 more source
Laguerre–Freud equations for three families of hypergeometric discrete orthogonal polynomials
Abstract The Cholesky factorization of the moment matrix is considered for discrete orthogonal polynomials of hypergeometric type. We derive the Laguerre–Freud equations when the first moments of the weights are given by the 1F2, 2F2, and 3F2 generalized hypergeometric series.
Itsaso Fernández‐Irisarri +1 more
wiley +1 more source
Parameter and q asymptotics of Lq‐norms of hypergeometric orthogonal polynomials
The weighted Lq‐norms of orthogonal polynomials are determined when q and the polynomial's parameter tend to infinity. They are given in this work by the leading term of the q and parameter asymptotics of the corresponding quantities of the associated probability density. These results are not only interesting per se, but also because they control many
Nahual Sobrino, Jesus S. Dehesa
wiley +1 more source
Consumer willingness to pay for healthier food products: A systematic review
Summary Food retail strategies to improve the healthiness of food and beverage options may increase purchasing of healthier options and improve diets. Consumer demand for healthier options is an important determinant of the successful implementation and maintenance of healthy food retail interventions.
Moosa Alsubhi +5 more
wiley +1 more source
Comparison of discrete transforms for deep‐neural‐networks‐based speech enhancement
Abstract In recent studies of speech enhancement, a deep‐learning model is trained to predict clean speech spectra from the known noisy spectra of speech. Rather than using the traditional discrete Fourier transform (DFT), this paper considers other well‐known transforms to generate the speech spectra for deep‐learning‐based speech enhancement.
Wissam A. Jassim, Naomi Harte
wiley +1 more source
Abstract The Cholesky factorization of the moment matrix is applied to discrete orthogonal polynomials on the homogeneous lattice. In particular, semiclassical discrete orthogonal polynomials, which are built in terms of a discrete Pearson equation, are studied.
Manuel Mañas +2 more
wiley +1 more source
Exceptional Hahn and Jacobi polynomials with an arbitrary number of continuous parameters
Abstract We construct new examples of exceptional Hahn and Jacobi polynomials. Exceptional polynomials are orthogonal polynomials with respect to a measure which are also eigenfunctions of a second‐order difference or differential operator. In mathematical physics, they allow the explicit computation of bound states of rational extensions of classical ...
Antonio J. Durán
wiley +1 more source
Facial Recognition of Cattle Based on SK‐ResNet
With the gradual increase of the scale of the breeding industry in recent years, the intelligence level of livestock breeding is also improving. Intelligent breeding is of great significance to the identification of livestock individuals. In this paper, the cattle face images are obtained from different angles to generate the cow face dataset, and a ...
He Gong +8 more
wiley +1 more source
On Perfectness of Systems of Weights Satisfying Pearson’s Equation with Nonstandard Parameters
Measures generating classical orthogonal polynomials are determined by Pearson’s equation, whose parameters usually provide the positivity of the measures.
Alexander Aptekarev +2 more
doaj +1 more source

