Multi-Task Learning - What is the use of multi task learning?

Multi-task learning serves as an efficient solution that enhances generalization. It employs a shared backbone network that can be utilized across multiple tasks, gaining from the learning signal of each individual task. This increased learning signal can significantly expedite the learning process.