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Software . 2020
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SongJaeYun/AM3-MAML: The first release of AM3-MAML

integration_instructionsResearch softwarekeyboard_double_arrow_right Software 07 Dec 2020Publisher:Zenodo
Authors: JYS; Sungyubkim;
Code repository: https://github.com/SongJaeYun/AM3-MAML/tree/v1.0.0

doi: 10.5281/zenodo.4309034 , 10.5281/zenodo.4309033

SongJaeYun/AM3-MAML: The first release of AM3-MAML

Abstract

This model is designed for few-shot learning when word embedding of labels are provided. Our model is useful to mitigate overfitting in the inner loop by providing better initialization than MAML. This version only provides meta learning with 4-layer CNN.

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
views
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0
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2