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Report

On the Mode-Seeking Properties of Langevin Dynamics

Autor: Cheng, Xiwei, Fu, Kexin, Farnia, Farzan

The Langevin Dynamics framework, which aims to generate samples from the score function of a probability distribution, is widely used for analyzing and interpreting score-based generative modeling. While the convergence behavior of Langevin Dynamics

Externí odkaz: http://arxiv.org/abs/2406.02017

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Report

Stability and Generalization in Free Adversarial Training

Autor: Cheng, Xiwei, Fu, Kexin, Farnia, Farzan

While adversarial training methods have resulted in significant improvements in the deep neural nets' robustness against norm-bounded adversarial perturbations, their generalization performance from training samples to test data has been shown to be

Externí odkaz: http://arxiv.org/abs/2404.08980

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Akademický článek

Molecular structural modification of myofibrillar protein from oyster (Crassostrea gigas) with oligosaccharides for improving its gel properties

Autor: Liu, Xiaohan, Tian, Guifang, Fu, Kexin, Zuo, Shuojing, Li, Xiaoyan, Sun, Jilu, Zhu, Beiwei, Sang, Yaxin

Publikováno v: In Food Chemistry 15 October 2024 455

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Akademický článek

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Akademický článek

The Progress of Absolute Measurement Methods of the Intensity of 125I Brachytherapy Seeds

Autor: GAO Yan;LIU Mingyang;REN Chunxia;WANG Nian;FU Kexin;CHEN Yiting

Publikováno v: Journal of Isotopes, Vol 36, Iss 1, Pp 94-98 (2023)

Ion migration spectrometry technology is an effective method for rapid detection of chemical warfare agents in the field. 63Ni source for poision alarm is a common ionization source because of its advantages of no maintenance and safe use. In this pa

Externí odkaz: https://doaj.org/article/eff0d417c4ca425b8a0f27d8fef36657

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