Episode-Based Active Learning with Bayesian Neural Networks

21 Mar 2017Feras DayoubNiko SünderhaufPeter Corke

We investigate different strategies for active learning with Bayesian deep neural networks. We focus our analysis on scenarios where new, unlabeled data is obtained episodically, such as commonly encountered in mobile robotics applications... (read more)

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