Huadong Ma*

Semi-Supervised Teacher-Reference-Student Architecture for Action Quality Assessment

"Existing action quality assessment (AQA) methods often require a large number of label annotations for fully supervised learning, which are laborious and expensive. In practice, the labeled data are difficult to obtain because the AQA annotation process requires domain-specific expertise. In this p…