Search Results for author: Dingchang Zheng

Found 3 papers, 1 papers with code

Antenna Response Consistency Driven Self-supervised Learning for WIFI-based Human Activity Recognition

no code implementations10 Oct 2023 Ke Xu, Jiangtao Wang, Hongyuan Zhu, Dingchang Zheng

We attribute this issue to the inappropriate alignment criteria, which disrupt the semantic distance consistency between the feature space and the input space.

Attribute Contrastive Learning +2

Self-Supervised Learning for WiFi CSI-Based Human Activity Recognition: A Systematic Study

no code implementations19 Jul 2023 Ke Xu, Jiangtao Wang, Hongyuan Zhu, Dingchang Zheng

Therefore, considerable efforts have been made to address the challenge of insufficient data in deep learning by leveraging SSL algorithms.

Human Activity Recognition Self-Supervised Learning

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