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07/04/2022
Pareto Optimization for Active Learning under Out-of-Distribution Data Scenarios
Pool-based Active Learning (AL) has achieved great success in minimizing...
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05/26/2022
Deep Active Learning with Noise Stability
Uncertainty estimation for unlabeled data is crucial to active learning....
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03/25/2022
A Comparative Survey of Deep Active Learning
Active Learning (AL) is a set of techniques for reducing labeling cost b...
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07/04/2021
Multiple-criteria Based Active Learning with Fixed-size Determinantal Point Processes
Active learning aims to achieve greater accuracy with less training data...
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10/16/2020
