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Ji Zhang

Southwest Jiaotong University

No. 111, Sec. North 1, Er-Huan Rd.

Chengdu

Chengdu, 610031

China

  • Southwest Jiaotong University

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ERIS: An Energy-Guided Feature Disentanglement Framework for Out-of-Distribution Time Series Classification

Number of pages: 14 Posted: 15 Jan 2026
Xin WU, Fei Teng, Ji Zhang, Xingwang Li and Yuxuan Liang
Wuyi University, Southwest Jiaotong University, Southwest Jiaotong University, Southwest Jiaotong University and The Hong Kong University of Science and Technology (Guangzhou)
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time series classification, Wearable sensors, Out-of-distribution, Feature disentanglement, deep learning