no code implementations • 23 Nov 2023 • Jingjing Zheng, Wanglong Lu, Wenzhe Wang, Yankai Cao, Xiaoqin Zhang, Xianta Jiang
We develop a new optimization algorithm named the Alternating Proximal Multiplier Method (APMM) to iteratively solve the proposed tensor completion model.
1 code implementation • 29 Jun 2023 • Shuo Wang, Terrence Tricco, Xianta Jiang, Charles Robertson, John Hawkin
This study can help improve the cognition of synthetic data and further explore the application of synthetic data generation in card fraud detection.
no code implementations • 19 May 2023 • Jingjing Zheng, Wenzhe Wang, Xiaoqin Zhang, Xianta Jiang
This study aims to solve the over-reliance on the rank estimation strategy in the standard tensor factorization-based tensor recovery and the problem of a large computational cost in the standard t-SVD-based tensor recovery.
no code implementations • 24 Apr 2023 • Wanglong Lu, Xianta Jiang, Xiaogang Jin, Yong-Liang Yang, Minglun Gong, Tao Wang, Kaijie Shi, Hanli Zhao
Image inpainting is the task of filling in missing or masked region of an image with semantically meaningful contents.
no code implementations • 11 May 2022 • Xiaoqin Zhang, Ziwei Huang, Jingjing Zheng, Shuo Wang, Xianta Jiang
The task of grasp pattern recognition aims to derive the applicable grasp types of an object according to the visual information.
1 code implementation • 13 Feb 2022 • Wanglong Lu, Hanli Zhao, Xianta Jiang, Xiaogang Jin, YongLiang Yang, Min Wang, Jiankai Lyu, Kaijie Shi
We introduce a novel attribute similarity metric to encourage networks to learn the style of facial attributes from the exemplar in a self-supervised way.