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May, 2019
多任务学习中应该学习哪些任务？
Which Tasks Should Be Learned Together in Multi-task Learning?
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Trevor Standley, Amir R. Zamir, Dawn Chen, Leonidas Guibas, Jitendra Malik...
TL;DR
研究多任务学习中任务间的合作和竞争关系，提出一种将任务分配给多个神经网络的框架，实现任务的高效计算。
Abstract
Many
computer vision
applications require solving multiple tasks in real-time. A
neural network
can be trained to solve multiple tasks simultaneously using `
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