Shuochao Yao
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| title | conference | date |
|---|---|---|
| Audio Keyword Reconstruction from On-Device Motion Sensor Signals via Neural Frequency Unfolding | UbiComp 2021 | 2021-09-21 |
Claims that a neural network reconstructs high-frequency spoken keywords from 100–400 Hz accelerometer and gyroscope traces by reversing aliasing in the… | ||
| DeepMV: Multi-View Deep Learning for Device-Free Human Activity Recognition | UbiComp / ISWC 2020 | 2020-09-12 |
DeepMV is a multi-view deep model that fuses COTS Wi-Fi and ultrasound signals from 12 heterogeneous views (also evaluated with 9 Wi‑Fi views), trained on data… | ||
| GlobalFusion: A Global Attentional Deep Learning Framework for Multisensor Information Fusion | UbiComp / ISWC 2020 | 2020-09-12 |
Proposes GlobalFusion, an end-to-end CNN+RNN pipeline that inserts lightweight global attention modules for spatial and modality fusion, computing attention as… | ||
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