Peer Collaborative Learning for Online Knowledge Distillation

7 Jun 2020Guile WuShaogang Gong

Traditional knowledge distillation uses a two-stage training strategy to transfer knowledge from a high-capacity teacher model to a smaller student model, which relies heavily on the pre-trained teacher. Recent online knowledge distillation alleviates this limitation by collaborative learning, mutual learning and online ensembling, following a one-stage end-to-end training strategy... (read more)

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