Open Set Recognition Via Augmentation-Based Similarity Learning

Sepideh Esmaeilpour, Lei Shu, Bing Liu

Abstract: The primary assumption of conventional supervised learning or classification is that the test samples are drawn from the same distribution as the training samples, which is called closed set learni...