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Backpropagation-Based Decoding for Multimodal Machine Translation

People are able to describe images using thousands of languages, but languages share only one visual world. The aim of this work is to use the learned intermediate visual representations from a deep convolutional neural network to transfer information across languages for which paired data is not av...

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Detalles Bibliográficos
Autores principales: Yang, Ziyan, Pinto-Alva, Leticia, Dernoncourt, Franck, Ordonez, Vicente
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8801934/
https://www.ncbi.nlm.nih.gov/pubmed/35112079
http://dx.doi.org/10.3389/frai.2021.736722