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原文
arXiv · Artificial Intelligence· Nguyen Ho, Bach Tung Tran, Trung Ky Nguyen, Zhenchang Xia, Bolong Zheng, Long Van Ho·· 16 小时前AI 评分25

双流 OSSE-LSTM 与反事实归因实现大规模少标签时间序列分类

Label-Efficient Time Series Classification at Scale: A Dual-Stream OSSE-LSTM with Counterfactual Attribution

AI 导读

论文提出 Dual-Stream OSSE-LSTM,一种 episodic metric-learning 框架,将 Omni-Scale CNN 与 Squeeze-and-Excitation 重校准和双向 LSTM 融合为 prototype-oriented embedding。

来源:arXiv · Artificial Intelligence · arxiv.org