Search Results for author: Xianta Jiang

Found 6 papers, 3 papers with code

Handling The Non-Smooth Challenge in Tensor SVD: A Multi-Objective Tensor Recovery Framework

1 code implementation23 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.

Tensor Decomposition

Synthetic Demographic Data Generation for Card Fraud Detection Using GANs

1 code implementation29 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.

Fraud Detection Generative Adversarial Network +1

A Novel Tensor Factorization-Based Method with Robustness to Inaccurate Rank Estimation

no code implementations19 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.

GRIG: Few-Shot Generative Residual Image Inpainting

no code implementations24 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.

Image Inpainting

DcnnGrasp: Towards Accurate Grasp Pattern Recognition with Adaptive Regularizer Learning

no code implementations11 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.

Object

Do Inpainting Yourself: Generative Facial Inpainting Guided by Exemplars

1 code implementation13 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.

Attribute Facial Inpainting

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