3 citations · 5 across the 3 of their papers we have counts for
3 papers
cs.LG2024
Daily Physical Activity Monitoring -- Adaptive Learning from Multi-source Motion Sensor Data
Haoting Zhang, Donglin Zhan, Yunduan Lin +4
In healthcare applications, there is a growing need to develop machine learning models that use data from a single source, such as that from a wrist wearable device, to monitor phy…
cs.LG2019★ 3 cited
Adaptive Transfer Learning of Multi-View Time Series Classification
Donglin Zhan, Shiyu Yi, Dongli Xu +6
Time Series Classification (TSC) has been an important and challenging task in data mining, especially on multivariate time series and multi-view time series data sets. Meanwhile,…
cs.LG2019★ 2 cited
FIS-GAN: GAN with Flow-based Importance Sampling
Shiyu Yi, Donglin Zhan, Wenqing Zhang +3
Generative Adversarial Networks (GAN) training process, in most cases, apply Uniform or Gaussian sampling methods in the latent space, which probably spends most of the computation…