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07/08/2023
Learning to Group Auxiliary Datasets for Molecule
The limited availability of annotations in small molecule datasets prese...
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06/06/2023
BatchSampler: Sampling Mini-Batches for Contrastive Learning in Vision, Language, and Graphs
In-Batch contrastive learning is a state-of-the-art self-supervised meth...
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03/12/2022
GRAND+: Scalable Graph Random Neural Networks
Graph neural networks (GNNs) have been widely adopted for semi-supervise...
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02/14/2021