A streaming classifier that updates a distilled reservoir of synthetic images reports 73.1% on CIFAR-10, ahead of Hoeffding Tree, Adaptive Random Forest, and reservoir sampling baselines.
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Enhancing Classification of Streaming Data with Image Distillation
A streaming classifier that updates a distilled reservoir of synthetic images reports 73.1% on CIFAR-10, ahead of Hoeffding Tree, Adaptive Random Forest, and reservoir sampling baselines.