15 citations · 20 across the 6 of their papers we have counts for
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cs.CV2021★ 1 cited
Improved Knowledge Distillation via Adversarial Collaboration
Zhiqiang Liu, Chengkai Huang, Yanxia Liu
Knowledge distillation has become an important approach to obtain a compact yet effective model. To achieve this goal, a small student model is trained to exploit the knowledge of…
cs.CV2021★ 1 cited
Semi-Online Knowledge Distillation
Zhiqiang Liu, Yanxia Liu, Chengkai Huang
Knowledge distillation is an effective and stable method for model compression via knowledge transfer. Conventional knowledge distillation (KD) is to transfer knowledge from a larg…
cs.CV2021★ 15 cited
Source-free Domain Adaptation via Avatar Prototype Generation and Adaptation
Zhen Qiu, Yifan Zhang, Hongbin Lin +4
We study a practical domain adaptation task, called source-free unsupervised domain adaptation (UDA) problem, in which we cannot access source domain data due to data privacy issue…