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Domain Adaptation via Context Prediction for Engineering Diagram Search

Effective search for engineering diagram images in larger collections is challenging because most existing feature extraction models are pre-trained on natural image data rather than diagrams. Surprisingly, we observe through experiments that even in-domain training with standard unsupervised repres...

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Detalles Bibliográficos
Autores principales: Jhamtani, Harsh, Berg-Kirkpatrick, Taylor
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7148009/
http://dx.doi.org/10.1007/978-3-030-45442-5_25