5 citations · 5 across the 2 of their papers we have counts for
2 papers
cs.LG2022
DBT-DMAE: An Effective Multivariate Time Series Pre-Train Model under Missing Data
Kai Zhang, Qinmin Yang, Chao Li
Multivariate time series(MTS) is a universal data type related to many practical applications. However, MTS suffers from missing data problems, which leads to degradation or even c…
cs.LG2020★ 5 cited
DynamicVAE: Decoupling Reconstruction Error and Disentangled Representation Learning
Huajie Shao, Haohong Lin, Qinmin Yang +3
This paper challenges the common assumption that the weight , in -VAE, should be larger than in order to effectively disentangle latent factors. We demonstrate that -V…