Search Results for author: Xia Wu

Found 8 papers, 1 papers with code

Embedded Multi-label Feature Selection via Orthogonal Regression

no code implementations1 Mar 2024 Xueyuan Xu, Fulin Wei, Tianyuan Jia, Li Zhuo, Feiping Nie, Xia Wu

Additionally, both global feature redundancy and global label relevancy information have been considered in the orthogonal regression model, which could contribute to the search for discriminative and non-redundant feature subsets in the multi-label data.

feature selection Model Optimization +2

Multiform Fonts-to-Fonts Translation via Style and Content Disentangled Representations of Chinese Character

no code implementations28 Mar 2020 Fenxi Xiao, Jie Zhang, Bo Huang, Xia Wu

The main purpose of this paper is to design a network framework that can extract and recombine the content and style of the characters.

Style Transfer Translation

u-net CNN based fourier ptychography

no code implementations16 Mar 2020 Yican Chen, Zhi Luo, Xia Wu, Huidong Yang, Bo Huang

Fourier ptychography is a recently explored imaging method for overcoming the diffraction limit of conventional cameras with applications in microscopy and yielding high-resolution images.

Retrieval

Inverse design of multilayer nanoparticles using artificial neural networks and genetic algorithm

no code implementations16 Mar 2020 Cankun Qiu, Zhi Luo, Xia Wu, Huidong Yang, Bo Huang

Due to the non-unique relationship between physical structures and optical responses, we first train a forward neural network, and then it is applied to the inverse design of multilayer nanoparticles.

Robotic Cane as a Soft SuperLimb for Elderly Sit-to-Stand Assistance

no code implementations29 Feb 2020 Xia Wu, Haiyuan Liu, Ziqi Liu, Mingdong Chen, Fang Wan, Chenglong Fu, Harry Asada, Zheng Wang, Chaoyang Song

Many researchers have identified robotics as a potential solution to the aging population faced by many developed and developing countries.

Supervised feature selection with orthogonal regression and feature weighting

no code implementations9 Oct 2019 Xia Wu, Xueyuan Xu, Jianhong Liu, Hailing Wang, Bin Hu, Feiping Nie

Effective features can improve the performance of a model, which can thus help us understand the characteristics and underlying structure of complex data.

feature selection regression

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