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A Privacy-Preserving Multi-Task Learning Framework for Face Detection, Landmark Localization, Pose Estimation, and Gender Recognition

Recently, multi-task learning (MTL) has been extensively studied for various face processing tasks, including face detection, landmark localization, pose estimation, and gender recognition. This approach endeavors to train a better model by exploiting the synergy among the related tasks. However, th...

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Detalles Bibliográficos
Autores principales: Zhang, Chen, Hu, Xiongwei, Xie, Yu, Gong, Maoguo, Yu, Bin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6971161/
https://www.ncbi.nlm.nih.gov/pubmed/31992979
http://dx.doi.org/10.3389/fnbot.2019.00112