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# Efficient Video Object Segmentation via Network Modulation

<https://arxiv.org/pdf/1802.01218.pdf>

![](/files/-LINsDOiZ1zClH1UGLJH)

Learn how to modify weights of a segmentation network by only look at the  first frame (one shot segmentation).&#x20;