Deep Multi-task Learning with Label Correlation Constraint for Video Concept Detection

Conference object English OPEN
Markatopoulou, Foteini; Mezaris, Vasileios; Patras, Ioannis;
(2016)

In this work we propose a method that integrates multi-task learning (MTL) and deep learning. Our method appends a MTL-like loss to a deep convolutional neural network, in order to learn the relations between tasks together at the same time, and also incorporates the la... View more
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