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Active Learning Policies for Solving Inverse Problems

We propose to learn an active learning policy for inverse problem optimisation.

Switching policies for solving inverse problems

We propose to learn a switching policy for inverse problem optimisation.

Learning objective-specific active learning strategies with Attentive Neural Processes

We propose a novel learning-active-learning method that can adapt to different task objectives.