Efficient Video Class-Incremental Learning by Slightly Shifting New Classes to Remember Old Classes

SNRO, a novel framework for video class-incremental learning, slightly shifts the features of new classes during their training stage to greatly improve the performance of old classes, while consuming the same memory as existing methods.