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Improving Time Series Encoding with Noise-Aware Self-Supervised Learning and an Efficient Encoder
Created
2025-04-10
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Updated
2025-04-24
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ALTNT
Link:
http://blog.705553939.xyz/2025/04/10/sequence-processing/2024-ICDM-CoInception/
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All articles in this blog are licensed under
CC BY-NC-SA 4.0
unless stating additionally.
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Contents
1.
Improving Time Series Encoding with Noise-Aware Self-Supervised Learning and an Efficient Encoder
1.0.1.
一段话总结
1.0.2.
扩张卷积
1.1.
空洞卷积的应用
1.1.1.
Inception思想
1.2.
好句:
1.3.
编码器框架
1.4.
主要贡献
1.4.1.
详细总结
1.4.2.
关键问题
1.5.
二、提出的方法
1.5.1.
II-A问题公式化
1.5.2.
II-B CoInception框架
1.5.2.1.
II-B1 采样策略
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