Yunfan Shao

Learning Sparse Sharing Architectures for Multiple Tasks

2020 · Proceedings of the AAAI Conference on Artificial Intelligence

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 mechanism depends on the relations among the tasks, which is …