Deep active learning (DeepAL) extends supervised deep learning to human-machine interactive scenarios with limited annotation budgets. Most existing DeepAL approaches for visual recognition fail to ...

Active Learning is seen as a fundamental improvement of traditional teaching. This paper investigates the China's National Undergraduate Electronic Design Contest creating opportunities for students ...

Technological advancements have intensified the need for a more comprehensive education across various disciplines, leading to the development of active learning methodologies to enhance the teaching ...