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pro vyhledávání: '"Hong, Wanli"'
Autor:
Hong, Wanli, Ling, Shuyang
Neural collapse (NC) is a phenomenon that emerges at the terminal phase of the training (TPT) of deep neural networks (DNNs). The features of the data in the same class collapse to their respective sample means and the sample means exhibit a simplex
Externí odkaz:
http://arxiv.org/abs/2409.01832
Autor:
Hong, Wanli, Ling, Shuyang
Recent years have witnessed the huge success of deep neural networks (DNNs) in various tasks of computer vision and text processing. Interestingly, these DNNs with massive number of parameters share similar structural properties on their feature repr
Externí odkaz:
http://arxiv.org/abs/2309.09725
Publikováno v:
J. Math. Anal. Appl., 2014
Let $\sigma(A)$, $\rho(A)$ and $r(A)$ denote the spectrum, spectral radius and numerical radius of a bounded linear operator $A$ on a Hilbert space $H$, respectively. We show that a linear operator $A$ satisfying $$\rho(AB)\le r(A)r(B) \quad\text{ fo
Externí odkaz:
http://arxiv.org/abs/1407.5133
Akademický článek
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Publikováno v:
In Journal of Mathematical Analysis and Applications 1 March 2015 423(1):639-645
Autor:
Hong, Wanling, 洪婉玲
100
Recently, the competition among physical channels is getting more and more fiercely, so that the existing of hypermarkets is affected. The important goal for hypermarkets is how to use marketing approaches raising the competition of hypermar
Recently, the competition among physical channels is getting more and more fiercely, so that the existing of hypermarkets is affected. The important goal for hypermarkets is how to use marketing approaches raising the competition of hypermar
Externí odkaz:
http://ndltd.ncl.edu.tw/handle/36586885493748796876