38 citations · 159 across the 19 of their papers we have counts for
Showing 2020 · cs.LGShow all
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cs.LG2020★ 10 cited
A Transformer-based Framework for Multivariate Time Series Representation Learning
George Zerveas, Srideepika Jayaraman, Dhaval Patel +2
In this work we propose for the first time a transformer-based framework for unsupervised representation learning of multivariate time series. Pre-trained models can be potentially…
cs.LG2020★ 3 cited
Drug-Drug Interaction Prediction with Wasserstein Adversarial Autoencoder-based Knowledge Graph Embeddings
Yuanfei Dai, Chenhao Guo, Wenzhong Guo +1
Interaction between pharmacological agents can trigger unexpected adverse events. Capturing richer and more comprehensive information about drug-drug interactions (DDI) is one of t…