2023
Learning Conflict-Noticed Architecture for Multi-Task Learning
AAAI 2023technical
Multi-task learning has been widely used in many applications to enable more efficient learning by sharing part of the architecture across multiple tasks. However, a major challenge is the gradient conflict when optimizing the shared parameters, where the gradients of different tasks could have oppo…