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Recent face generation methods have tried to synthesize faces based on the given contour condition, like a low-resolution image or sketch.
“Fast inverse mapping of face gans,”
Nicky Bayat, Vahid Reza Khazaie, and Yalda Mohsenzadeh, · 2004
Earlier work this paper cites.
“Fully convolutional networks for semantic segmentation,”
Jonathan Long, Evan Shelhamer, and Trevor Darrell, · 2015
Earlier work this paper cites.
“Adam: A method for stochastic optimization,”
Diederik Kingma and Jimmy Ba, · 2015
Earlier work this paper cites.
“Deep residual learning for image recognition,”
Kaiming He, Xiangyu Zhang, Shaoqing Ren, and Jian Sun, · 2016
Earlier work this paper cites.
“GANs trained by a two time-scale update rule converge to a local Nash equilibrium,”
Martin Heusel, Hubert Ramsauer, Thomas Unterthiner, Bernhard Nessler, and Sepp Hochreiter, · 2017
Earlier work this paper cites.
“The unreasonable effectiveness of deep features as a perceptual metric,”
Richard Zhang, Phillip Isola, Alexei A Efros, Eli Shechtman, and Oliver Wang, · 2018
Earlier work this paper cites.
“Progressive growing of gans for improved quality, stability, and variation,”
Tero Karras, Timo Aila, Samuli Laine, and Jaakko Lehtinen, · 2018
Earlier work this paper cites.
“Wav2pix: Speech-conditioned face generation using generative adversarial networks,”
Amanda Duarte, Francisco Roldan, Miquel Tubau, Janna Escur, Santiago Pascual, Amaia Salvador, Eva Mohedano, Kevin McGuinness, Jordi Torres, and Xavier Giro-i Nieto, · 2019
Earlier work this paper cites.
“A style-based generator architecture for generative adversarial networks,”
Tero Karras, Samuli Laine, and Timo Aila, · 2019
Earlier work this paper cites.
“Image2stylegan: How to embed images into the stylegan latent space?,”
Rameen Abdal, Yipeng Qin, and Peter Wonka, · 2019
Cited alongside, same era.
“Semantic image synthesis with spatially-adaptive normalization,”
Taesung Park, Ming-Yu Liu, Ting-Chun Wang, and Jun-Yan Zhu, · 2019
Cited alongside, same era.
“Arcface: Additive angular margin loss for deep face recognition,”
Jiankang Deng, Jia Guo, Niannan Xue, and Stefanos Zafeiriou, · 2019
Cited alongside, same era.
“Apb2face: Audio-guided face reenactment with auxiliary pose and blink signals,”
Jiangning Zhang, Liang Liu, Zhucun Xue, and Yong Liu, · 2020
Cited alongside, same era.
“Audio-assisted image inpainting for talking faces,”
Alexandros Koumparoulis, Gerasimos Potamianos, Samuel Thomas, and Edmilson da Silva Morais, · 2020
Cited alongside, same era.
“Pulse: Self-supervised photo upsampling via latent space exploration of generative models,”
“Maskgan: Towards diverse and interactive facial image manipulation,”
Cheng-Han Lee, Ziwei Liu, Lingyun Wu, and Ping Luo, · 2020
Later among the works it cites.
“Encoding in style: a stylegan encoder for image-to-image translation,”
Elad Richardson, Yuval Alaluf, Or Patashnik, Yotam Nitzan, Yaniv Azar, Stav Shapiro, and Daniel Cohen-Or, · 2021
Closest in time.
“Image-to-image translation with low resolution conditioning,”
Mohamed Abid, Ihsen Hedhli, Jean-François Lalonde, and Christian Gagne, · 2021
Closest in time.
“One shot face swapping on megapixels,”
Yuhao Zhu, Qi Li, Jian Wang, Cheng-Zhong Xu, and Zhenan Sun, · 2021
Closest in time.
“Tedigan: Text-guided diverse face image generation and manipulation,”
Weihao Xia, Yujiu Yang, Jing-Hao Xue, and Baoyuan Wu, · 2021
Closest in time.
“Restyle: A residual-based stylegan encoder via iterative refinement,”
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Sachit Menon, Alexandru Damian, Shijia Hu, Nikhil Ravi, and Cynthia Rudin, · 2020
Cited alongside, same era.
“In-domain gan inversion for real image editing,”
Jiapeng Zhu, Yujun Shen, Deli Zhao, and Bolei Zhou, · 2020
Cited alongside, same era.
“Image processing using multi-code gan prior,”
Jinjin Gu, Yujun Shen, and Bolei Zhou, · 2020
Cited alongside, same era.
Yuval Alaluf, Or Patashnik, and Daniel Cohen-Or, · 2021
Closest in time.
“Styleheat: One-shot high-resolution editable talking face generation via pretrained stylegan,”
Fei Yin, Yong Zhang, Xiaodong Cun, Mingdeng Cao, Yanbo Fan, Xuan Wang, Qingyan Bai, Baoyuan Wu, Jue Wang, and Yujiu Yang, · 2022
Closest in time.
“Gan inversion: A survey,”
Weihao Xia, Yulun Zhang, Yujiu Yang, Jing-Hao Xue, Bolei Zhou, and Ming-Hsuan Yang, · 2022
Closest in time.