Active learning represents a transformative paradigm in machine learning, aimed at reducing the annotation burden by selectively querying the most informative data points. This approach leverages ...

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 ...

On a Thursday afternoon in February, I watched my students at the whiteboard. Gaby was drawing a series of cartoons and a list of the kinds of animals that had been sent into space by different ...

Active learning is not a new concept. Though coined by Bonwell and Eisen (1991), aspects of active learning can be found in studies by Piaget, Vygotsky, and Dewey*. Active Learning is a broad set of ...

College students are habituated to a classroom norm sociologists call civil attention: creating the appearance of paying attention (sitting still, looking awake, scribbling or typing) while ...