A Novel Multi-Task Tensor Correlation Neural Network for Facial Attribute Prediction

9 Apr 2018Mingxing DuanKenli LiQi Tian

Face multi-attribute prediction benefits substantially from multi-task learning (MTL), which learns multiple face attributes simultaneously to achieve shared or mutually related representations of different attributes. The most widely used MTL convolutional neural network is heuristically or empirically designed by sharing all of the convolutional layers and splitting at the fully connected layers for task-specific losses... (read more)

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