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Semantic enhanced for out-of-distribution detection

While improving the performance on the out-of-distribution (OOD) benchmark dataset, the existing approach misses a portion of the valid discriminative information such that it reduces the performance on the same manifold OOD (SMOOD) data. The key to addressing this problem is to prompt the model to...

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Detalles Bibliográficos
Autores principales: Jiang, Weijie, Yu, Yuanlong
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9670166/
https://www.ncbi.nlm.nih.gov/pubmed/36406952
http://dx.doi.org/10.3389/fnbot.2022.1018383