CORE-MTL: Rethinking Gradient Balancing via Causal Orthogonal Representations

Chengfeng Wu, Tao Zou, Yanru Wu +1

Multi-task learning (MTL) aims to construct a joint model for multiple tasks by sharing a common representation across domains. To achieve this goal, existing optimization-centric…