Attentive Single-Tasking of Multiple Tasks
CVPR, pp. 1851-1860, 2019.
In this work we address task interference in universal networks by considering that a network is trained on multiple tasks, but performs one task at a time, an approach we refer to as single-tasking multiple tasks. The network thus modifies its behaviour through task-dependent feature adaptation, or task attention. This gives the network ...More
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