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Fully-adaptive Feature Sharing in Multi-Task Networks with ...

sharing relevant information across them. In the context of deep neural networks, this idea is often realized by hand-designed network architectures with layers that are shared across tasks and branches that encode task-specific fea-tures. However, the space of possible multi-task deep ar-chitectures is combinatorially large and often the ...

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