170 citations · 267 across the 16 of their papers we have counts for
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cs.LG2023★ 6 cited
Streamlining Multimodal Data Fusion in Wireless Communication and Sensor Networks
Mohammud J. Bocus, Xiaoyang Wang, Robert. J. Piechocki
This paper presents a novel approach for multimodal data fusion based on the Vector-Quantized Variational Autoencoder (VQVAE) architecture. The proposed method is simple yet effect…
cs.LG2018★ 25 cited
Request-and-Reverify: Hierarchical Hypothesis Testing for Concept Drift Detection with Expensive Labels
Shujian Yu, Xiaoyang Wang, Jose C. Principe
One important assumption underlying common classification models is the stationarity of the data. However, in real-world streaming applications, the data concept indicated by the j…