Adaptive Image Stream Classification via Convolutional Neural Network with Intrinsic Similarity Metrics

Yang Gao, Swarup Chandra, Zhuoyi Wang +1

When performing data classification over a stream of continuously occurring instances, a key challenge is to develop an open-world classifier that anticipates instances from an unk…