Yao-Liang Yu

They Are Not Equally Reliable: Semantic Event Search Using Differentiated Concept Classifiers

Complex event detection on unconstrained Internet videos has seen much progress in recent years. However, state-of-the-art performance degrades dramatically when the number of positive training exemplars falls short. Since label acquisition is costly, laborious, and time-consuming, there is a real n…