786 citations · 1.9k across the 20 of their papers we have counts for
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cs.LG2020★ 1 cited
Extended Few-Shot Learning: Exploiting Existing Resources for Novel Tasks
Reza Esfandiarpoor, Amy Pu, Mohsen Hajabdollahi +1
In many practical few-shot learning problems, even though labeled examples are scarce, there are abundant auxiliary datasets that potentially contain useful information. We propose…
cs.LG2020★ 12 cited
Zero-Shot Learning with Common Sense Knowledge Graphs
Nihal V. Nayak, Stephen H. Bach
Zero-shot learning relies on semantic class representations such as hand-engineered attributes or learned embeddings to predict classes without any labeled examples. We propose to…