EMAN: Optimization-Driven Capacity Growth through Path Emergence in Multi-Task Learning

Chenlei Fang, Jingchen Li, Hongzong LI +5

Existing multi-task learning methods rely on hard sharing, multiple paths or experts, adaptive sharing, and dynamic expansion. However, their capacity changes are usually constrain…