MetaFormer: Domain-Adaptive WiFi Sensing with Only One Labelled Target Sample
Authors
BS
Biyun Sheng
RH
Rui Han
FX
Fu Xiao
ZG
Zhengxin Guo
LG
Linqing Gui
Context-Aware ComputingUbiquitous Computing
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Research Questions
3- How can a WiFi activity recognition system adapt to new domain environments with only one labeled sample?Category: Contextual Example Selection and Rare Pattern CoverageSimilar questionsarrow_forward
- How does a sparse-dense input pathway spatiotemporal feature extraction mechanism improve cross-domain activity recognition?Category: Contextual Example Selection and Rare Pattern CoverageSimilar questionsarrow_forward
- How can dynamic pseudo-label augmentation improve model generalization in cross-domain environments?Category: Contextual Example Selection and Rare Pattern CoverageSimilar questionsarrow_forward
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Practical Problems
1- WiFi activity recognition struggles to adapt across environments and individuals and requires large amounts of labeled data.Category: Contextual Example Selection and Rare Pattern CoverageSimilar questionsarrow_forward
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UbiComp
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2024
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Context-Aware Computing, Ubiquitous Computing
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