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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.