Web: http://arxiv.org/abs/2201.03808

Jan. 12, 2022, 2:10 a.m. | Zhiliang Xu, Zhibin Hong, Changxing Ding, Zhen Zhu, Junyu Han, Jingtuo Liu, Errui Ding

cs.CV updates on arXiv.org arxiv.org

Advanced face swapping methods have achieved appealing results. However, most
of these methods have many parameters and computations, which makes it
challenging to apply them in real-time applications or deploy them on edge
devices like mobile phones. In this work, we propose a lightweight
Identity-aware Dynamic Network (IDN) for subject-agnostic face swapping by
dynamically adjusting the model parameters according to the identity
information. In particular, we design an efficient Identity Injection Module
(IIM) by introducing two dynamic neural network techniques, including the
weights prediction and weights modulation. Once the IDN …

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