72 citations · 172 across the 18 of their papers we have counts for
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cs.LG2018★ 13 cited
Toward Multimodal Model-Agnostic Meta-Learning
Risto Vuorio, Shao-Hua Sun, Hexiang Hu +1
Gradient-based meta-learners such as MAML are able to learn a meta-prior from similar tasks to adapt to novel tasks from the same distribution with few gradient updates. One import…
cs.LG2018★ 25 cited
Meta Continual Learning
Risto Vuorio, Dong-Yeon Cho, Daejoong Kim +1
Using neural networks in practical settings would benefit from the ability of the networks to learn new tasks throughout their lifetimes without forgetting the previous tasks. This…