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System alignment supports cross-domain learning and zero-shot generalisation

Recent findings suggest conceptual relationships hold across modalities. For instance, if two concepts occur in similar linguistic contexts, they also likely occur in similar visual contexts. These similarity structures may provide a valuable signal for alignment when learning to map between domains...

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Detalles Bibliográficos
Autores principales: Aho, Kaarina, Roads, Brett D., Love, Bradley C.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10469439/
https://www.ncbi.nlm.nih.gov/pubmed/35717766
http://dx.doi.org/10.1016/j.cognition.2022.105200

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