7 citations · 14 across the 7 of their papers we have counts for
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cs.CV2023★ 1 cited
MobileVOS: Real-Time Video Object Segmentation Contrastive Learning meets Knowledge Distillation
Roy Miles, Mehmet Kerim Yucel, Bruno Manganelli +1
This paper tackles the problem of semi-supervised video object segmentation on resource-constrained devices, such as mobile phones. We formulate this problem as a distillation task…
cs.CV2023★ 4 cited
Understanding the Role of the Projector in Knowledge Distillation
Roy Miles, Krystian Mikolajczyk
In this paper we revisit the efficacy of knowledge distillation as a function matching and metric learning problem. In doing so we verify three important design decisions, namely t…