no code implementations • 30 Jan 2020 • Xiuxian Xu, Pei Wang, Xiaozheng Gan, Ya-Xin Li, Li Zhang, Qing Zhang, Mei Zhou, Yinghui Zhao, Xinwei Li
In coarse registration, point clouds produced by each scan are projected onto a spherical surface to generate a series of two-dimensional (2D) images, which are used to estimate the initial positions of multiple scans.
no code implementations • 19 Feb 2020 • Shuo-Fei Wang, Wen-Kai Yu, Ya-Xin Li
Networks with large receptive field (RF) have shown advanced fitting ability in recent years.
3 code implementations • 2 Mar 2020 • Wei Jin, Ya-Xin Li, Han Xu, Yiqi Wang, Shuiwang Ji, Charu Aggarwal, Jiliang Tang
As the extensions of DNNs to graphs, Graph Neural Networks (GNNs) have been demonstrated to inherit this vulnerability.
3 code implementations • 13 May 2020 • Ya-Xin Li, Wei Jin, Han Xu, Jiliang Tang
DeepRobust is a PyTorch adversarial learning library which aims to build a comprehensive and easy-to-use platform to foster this research field.
no code implementations • 2 Sep 2020 • Han Xu, Ya-Xin Li, Xiaorui Liu, Hui Liu, Jiliang Tang
Thus, in this paper, we perform the initial study about adversarial attacks on meta learning under the few-shot classification problem.