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Semantic-visual shared knowledge graph for zero-shot learning

Almost all existing zero-shot learning methods work only on benchmark datasets (e.g., CUB, SUN, AwA, FLO and aPY) which have already provided pre-defined attributes for all the classes. These methods thus are hard to apply on real-world datasets (like ImageNet) since there are no such pre-defined at...

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Detalles Bibliográficos
Autores principales: Yu, Beibei, Xie, Cheng, Tang, Peng, Li, Bin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: PeerJ Inc. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10280465/
https://www.ncbi.nlm.nih.gov/pubmed/37346689
http://dx.doi.org/10.7717/peerj-cs.1260