Robust Task Clustering for Deep Many-Task Learning

Mo Yu, Xiaoxiao Guo, Jinfeng Yi +5

We investigate task clustering for deep-learning based multi-task and few-shot learning in a many-task setting. We propose a new method to measure task similarities with cross-task…