Search Results for author: Yue Xin

Found 2 papers, 1 papers with code

Flexible filtrations for multiparameter persistent homology detect digital images

1 code implementation9 Jan 2024 Jiaxing He, Bingzhe Hou, Tieru Wu, Yue Xin

Two important problems in the field of Topological Data Analysis are defining practical multifiltrations on objects and showing ability of TDA to detect the geometry.

Topological Data Analysis

Why Adversarial Training of ReLU Networks Is Difficult?

no code implementations30 May 2022 Xu Cheng, Hao Zhang, Yue Xin, Wen Shen, Jie Ren, Quanshi Zhang

We also prove that adversarial training tends to strengthen the influence of unconfident input samples with large gradient norms in an exponential manner.

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