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Learning to Rank Images with Cross-Modal Graph Convolutions

We are interested in the problem of cross-modal retrieval for web image search, where the goal is to retrieve images relevant to a text query. While most of the current approaches for cross-modal retrieval revolve around learning how to represent text and images in a shared latent space, we take a d...

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Detalles Bibliográficos
Autores principales: Formal, Thibault, Clinchant, Stéphane, Renders, Jean-Michel, Lee, Sooyeol, Cho, Geun Hee
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7148208/
http://dx.doi.org/10.1007/978-3-030-45439-5_39