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What Does a Language-And-Vision Transformer See: The Impact of Semantic Information on Visual Representations

Neural networks have proven to be very successful in automatically capturing the composition of language and different structures across a range of multi-modal tasks. Thus, an important question to investigate is how neural networks learn and organise such structures. Numerous studies have examined...

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Detalles Bibliográficos
Autores principales: Ilinykh, Nikolai, Dobnik, Simon
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8679841/
https://www.ncbi.nlm.nih.gov/pubmed/34927063
http://dx.doi.org/10.3389/frai.2021.767971