Artificial Intelligence
双路径持续学习
Dual-path continual learningA machine learning paradigm that enables a model to learn new tasks sequentially without forgetting previously learned information, utilizing a dual-path architecture to manage knowledge retention and integration. / 一种机器学习范式，允许模型按顺序学习新任务而不会遗忘先前学到的信息，利用双路径架构来管理知识保留和集成。
- Knowledge type
- 工艺技术
- First proposed or discovered
- Proposer
- Turkey Farm member
- Creator
- 农场主
- Last updated
- 2026-10-25 17:01:18
Sub-knowledge points
Continual learningCross-scale attentionSparse signal analysis
Higher-order knowledge points
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Main parameters and performance indicators
cross-scale attention: mechanism to focus on relevant features across different scalessparse physiological signal: low-density data input requiring efficient processing
Open problems
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Related literature
ranked by community starsDual-path continual learning with cross-scale attention for sparse physiological signal analysisOpen source
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1 recordsRecord title: Dual-path continual learning.
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