1 code implementation • 9 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.
no code implementations • 30 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.