Revisit the Imbalance Optimization in Multi-task Learning: An Experimental Analysis

Yihang Guo, Tianyuan Yu, Liang Bai +4

Multi-task learning (MTL) aims to build general-purpose vision systems by training a single network to perform multiple tasks jointly. While promising, its potential is often hinde…