67 citations · 309 across the 11 of their papers we have counts for
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cs.LG2019★ 49 cited
Learning to Propagate for Graph Meta-Learning
Lu Liu, Tianyi Zhou, Guodong Long +2
Meta-learning extracts common knowledge from learning different tasks and uses it for unseen tasks. It can significantly improve tasks that suffer from insufficient training data,…
cs.LG2019★ 5 cited
Prototype Propagation Networks (PPN) for Weakly-supervised Few-shot Learning on Category Graph
Lu Liu, Tianyi Zhou, Guodong Long +3
A variety of machine learning applications expect to achieve rapid learning from a limited number of labeled data. However, the success of most current models is the result of heav…