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Measuring internal inequality in capsule networks for supervised anomaly detection
In this paper we explore the use of income inequality metrics such as Gini or Palma coefficients as a tool to identify anomalies via capsule networks. We demonstrate how the interplay between primary and class capsules gives rise to differences in behavior regarding anomalous and normal input which...
| Autores principales: | , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
Nature Publishing Group UK
2022
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| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9363486/ https://www.ncbi.nlm.nih.gov/pubmed/35945420 http://dx.doi.org/10.1038/s41598-022-17734-7 |