Multi-Task Learning Using Task Dependencies for Face Attributes Prediction

Multi-Task Learning Using Task Dependencies for Face Attributes Prediction

Face attributes prediction has an increasing amount of applications in human–computer interaction, face verification and video surveillance. Various studies show that dependencies exist in face attributes. Multi-task learning architecture can build a synergy among the correlated tasks by parameter s...

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Bibliographic Details
Main Authors: Di Fan, Hyunwoo Kim, Junmo Kim, Yunhui Liu, Qiang Huang
Format: Article
Language:English
Published: MDPI AG 2019-06-01
Series:Applied Sciences
Subjects:
multi-task learning
task dependencies
attention
face attributes prediction
deep convolutional neural network
Online Access:https://www.mdpi.com/2076-3417/9/12/2535

Internet

https://www.mdpi.com/2076-3417/9/12/2535

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