Anomaly Detection With Infinite Set Dictionary Learning and Atom Dimension Adaptation

Recent work on dictionary learning with set-atoms has shown benefits in anomaly detection. Instead of viewing an atom as a single vector, these methods allow building sparse representations with atoms taken from a set around a central vector; the set can be a cone or may have a probability distribut...

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Detalhes bibliográficos
Principais autores: Andra Baltoiu, Denis C. Ilie-Ablachim, Bogdan Dumitrescu
Formato: Artigo
Idioma:English
Publicado em: IEEE 2025-01-01
coleção:IEEE Access
Assuntos:
Acesso em linha:https://ieeexplore.ieee.org/document/10900366/