Search Results for author: Jianyong Chen

Found 5 papers, 4 papers with code

VCformer: Variable Correlation Transformer with Inherent Lagged Correlation for Multivariate Time Series Forecasting

1 code implementation19 May 2024 Yingnan Yang, Qingling Zhu, Jianyong Chen

Multivariate time series (MTS) forecasting has been extensively applied across diverse domains, such as weather prediction and energy consumption.

Multivariate Time Series Forecasting Time Series

An End-to-End Structure with Novel Position Mechanism and Improved EMD for Stock Forecasting

1 code implementation25 Mar 2024 Chufeng Li, Jianyong Chen

As a branch of time series forecasting, stock movement forecasting is one of the challenging problems for investors and researchers.

Position Time Series +1

MMOCR: A Comprehensive Toolbox for Text Detection, Recognition and Understanding

1 code implementation14 Aug 2021 Zhanghui Kuang, Hongbin Sun, Zhizhong Li, Xiaoyu Yue, Tsui Hin Lin, Jianyong Chen, Huaqiang Wei, Yiqin Zhu, Tong Gao, Wenwei Zhang, Kai Chen, Wayne Zhang, Dahua Lin

We present MMOCR-an open-source toolbox which provides a comprehensive pipeline for text detection and recognition, as well as their downstream tasks such as named entity recognition and key information extraction.

Key Information Extraction named-entity-recognition +4

Fourier Contour Embedding for Arbitrary-Shaped Text Detection

8 code implementations CVPR 2021 2021 Yiqin Zhu, Jianyong Chen, Lingyu Liang, Zhanghui Kuang, Lianwen Jin, Wayne Zhang

One of the main challenges for arbitrary-shaped text detection is to design a good text instance representation that allows networks to learn diverse text geometry variances.

Scene Text Detection Text Detection

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