Few Is Enough: Task-Augmented Active Meta-Learning for Brain Cell Classification

9 Jul 2020Pengyu YuanAryan MobinyJahandar JahanipourXiaoyang LiPietro Antonio CicaleseBadrinath RoysamVishal PatelMaric DraganHien Van Nguyen

Deep Neural Networks (or DNNs) must constantly cope with distribution changes in the input data when the task of interest or the data collection protocol changes. Retraining a network from scratch to combat this issue poses a significant cost... (read more)

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