Learning Sparse Sharing Architectures for Multiple Tasks

Tianxiang Sun, Yunfan Shao, Xiaonan Li +4

Most existing deep multi-task learning models are based on parameter sharing, such as hard sharing, hierarchical sharing, and soft sharing. How choosing a suitable sharing mechanis…