57 citations · 99 across the 7 of their papers we have counts for
Showing 2019 · cs.CVShow all
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cs.CV2019★ 5 cited
Highlight Every Step: Knowledge Distillation via Collaborative Teaching
Haoran Zhao, Xin Sun, Junyu Dong +2
High storage and computational costs obstruct deep neural networks to be deployed on resource-constrained devices. Knowledge distillation aims to train a compact student network by…
cs.CV2019★ 5 cited
Few-shot Learning for Domain-specific Fine-grained Image Classification
Xin Sun, Hongwei Xv, Junyu Dong +2
Learning to recognize novel visual categories from a few examples is a challenging task for machines in real-world industrial applications. In contrast, humans have the ability to…