most citedMeta-Learning GNN Initializations for Low-Resource Molecular Property Prediction

20 citations · 20 across the 1 of their papers we have counts for

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1 paper

cs.LG2020★ 20 cited

Meta-Learning GNN Initializations for Low-Resource Molecular Property Prediction

Cuong Q. Nguyen, Constantine Kreatsoulas, Kim M. Branson

Building in silico models to predict chemical properties and activities is a crucial step in drug discovery. However, limited labeled data often hinders the application of deep lea…