Latest Active Learning Strategy

When deep learning meets active learning in the era of foundation models

A Chinese research team wrote a review article on deep active learning, an increasingly popular method of combining active learning with deep learning for sample selection in the training of neural ...

Nature

Active Learning for Multi-Label Classification

Active learning for multi-label classification addresses the challenge of labelling data in situations where each instance may belong to several overlapping categories. This paradigm aims to enhance ...

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When deep learning meets active learning in the era of foundation models

Active Learning for Multi-Label Classification

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