Robust Task Clustering for Deep Many-Task Learning

26 Aug 2017Mo YuXiaoxiao GuoJinfeng YiShiyu ChangSaloni PotdarGerald TesauroHaoyu WangBowen Zhou

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 transfer performance matrix for the deep learning scenario... (read more)

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