Bo Dong

SIM: Open-World Multi-Task Stream Classifier with Integral Similarity Metrics

2019

One of the key challenges of performing label predictions over a data stream is concerned with the emergence of instances belonging to unobserved (or novel) classes over time. Although existing studies have proposed various solutions …