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Face image manipulation via three-dimensional guidance has been widely applied in various interactive scenarios due to its semantically-meaningful understanding and user-friendly controllability.
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PIE: portrait image embedding for semantic control
Ayush Tewari, Mohamed Elgharib, Mallikarjun B. R., Florian Bernard, Hans-Peter Seidel, Patrick Pérez, Michael Zollhöfer, and Christian Theobalt. 2020b · 2020
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Zongze Wu, Dani Lischinski, and Eli Shechtman. 2020 · 2020
Later among the works it cites.
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Danbooru2020: A Large-Scale Crowdsourced and Tagged Anime Illustration Dataset
Anonymous, Danbooru community, and Gwern Branwen. 2021 · 2021
Closest in time.
AgileGAN: stylizing portraits by inversion-consistent transfer learning
Guoxian Song, Linjie Luo, Jing Liu, Wan-Chun Ma, Chun-Pong Lai, Chuanxia Zheng, and Tat-Jen Cham. 2021 · 2021
Closest in time.