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Author

Ya Wang

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Review Aug 2026

A Review of Deep Learning-Based Text Classification Research

This review describes the fundamental workflow of deep learning-based text classification, including text preprocessing, feature extraction, and classifier design and presents a detailed overview of key technologies and conducts a comparative analysis of mainstream models using commonly used datasets to evaluate their...

Ran Jin, Ya Wang, Tianzi Wu et al. · 0 citations
Aug 2026

FwNet-ECA: A Lightweight Fourier-Attention Network for Fine-Grained Image Classification

A novel architecture named FwNet-ECA, which integrates the Fourier transform with learnable weight matrices to enhance spectral features of images, is proposed, which incorporates the existing Efficient Channel Attention module to improve interchannel information exchange.

Xiaoqing Li, Ya Wang, Nannan Gu et al. · 0 citations

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