297 citations · 347 across the 9 of their papers we have counts for
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cs.LG2022★ 35 cited
STING: Self-attention based Time-series Imputation Networks using GAN
Eunkyu Oh, Taehun Kim, Yunhu Ji +1
Time series data are ubiquitous in real-world applications. However, one of the most common problems is that the time series data could have missing values by the inherent nature o…
cs.LG2019★ 1 cited
Fast and Accurate Transferability Measurement for Heterogeneous Multivariate Data
Seungcheol Park, Huiwen Xu, Taehun Kim +3
Given a set of heterogeneous source datasets with their classifiers, how can we quickly find the most useful source dataset for a specific target task? We address the problem of me…