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Adaptive and Dynamic Knowledge Transfer in Multi-task Learning with Attention Networks

Multi-task learning has shown promising results in many applications of machine learning: given several related tasks, it aims to generalize better on the original tasks, by leveraging the knowledge among tasks. The knowledge transfer mainly depends on task relationships. Most of existing multi-task...

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Detalles Bibliográficos
Autores principales: Ma, Tao, Tan, Ying
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7351683/
http://dx.doi.org/10.1007/978-981-15-7205-0_1