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The task of age transformation illustrates the change of an individual's appearance over time.
UVA: A Universal Variational Framework for Continuous Age Analysis
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GANalyze: Toward Visual Definitions of Cognitive Image Properties
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Semantic Hierarchy Emerges in Deep Generative Representations for Scene Synthesis
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Inverting the generator of a generative adversarial network
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Exploring the Structure of Multidimensional Face-space: The Effects of Age and Gender
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Exploring Levels of Face Familiarity by Using an Indirect Face-Matching Measure
Ruth Clutterbuck and Robert A Johnston. 2002 · 2002
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Lifespan Age Transformation Synthesis
Roy Or-El, Soumyadip Sengupta, Ohad Fried, Eli Shechtman, and Ira Kemelmacher-Shlizerman. 2020 · 2003
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Editing in Style: Uncovering the Local Semantics of GANs
Edo Collins, Raja Bala, Bob Price, and Sabine Süsstrunk. 2020 · 2004
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Unfamiliar faces are not faces: Evidence from a matching task
Ahmed M. Megreya and A. Mike Burton. 2006 · 2006
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Rameen Abdal, Peihao Zhu, Niloy Mitra, and Peter Wonka. 2020b · 2008
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Matching faces to photographs: Poor performance in eyewitness memory (without the memory)
A. M. Megreya and A. M. Burton. 2008 · 2008
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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. 2020 · 2008
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Computational methods for modeling facial aging: A survey
Narayanan Ramanathan, Rama Chellappa, and Soma Biswas. 2009 · 2009
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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. 2020 · 2009
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Age Synthesis and Estimation via Faces: A Survey
Yun Fu, Guodong Guo, and Thomas Huang. 2010 · 2010
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Variability in photos of the same face
Rob Jenkins, David White, Xandra Van Montfort, and A. Mike Burton. 2011 · 2011
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Style Intervention: How to Achieve Spatial Disentanglement with Style-based Generators?
Yunfan Liu, Qi Li, Zhenan Sun, and Tieniu Tan. 2020 · 2011
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StyleSpace Analysis: Disentangled Controls for StyleGAN Image Generation
Zongze Wu, Dani Lischinski, and Eli Shechtman. 2020 · 2011
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Angela George. 2012
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Conditional Generative Adversarial Nets
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Deep Learning Face Attributes in the Wild. In
Ziwei Liu, Ping Luo, Xiaogang Wang, and Xiaoou Tang. 2015 · 2015
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DEX: Deep EXpectation of apparent age from a single image. In
Rasmus Rothe, Radu Timofte, and Luc Van Gool. 2015 · 2015
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Very Deep Convolutional Networks for Large-Scale Image Recognition
Karen Simonyan and Andrew Zisserman. 2015 · 2015
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Identity From Variation: Representations of Faces Derived From Multiple Instances
A. M. Burton, R. S. Kramer, K. L. Ritchie, and R. Jenkins. 2016 · 2016
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Recurrent Face Aging. In
W. Wang, Z. Cui, Y. Yan, J. Feng, S. Yan, X. Shu, and N. Sebe. 2016 · 2016
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Generative visual manipulation on the natural image manifold. In
Jun-Yan Zhu, Philipp Krähenbühl, Eli Shechtman, and Alexei A Efros. 2016 · 2016
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Detecting bias with generative counterfactual face attribute augmentation
Emily Denton, Ben Hutchinson, Margaret Mitchell, and Timnit Gebru. 2019 · 2019
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S2GAN: Share Aging Factors Across Ages and Share Aging Trends Among Individuals. In
Z. He, M. Kan, S. Shan, and X. Chen. 2019 · 2019
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A style-based generator architecture for generative adversarial networks. In
Tero Karras, Samuli Laine, and Timo Aila. 2019 · 2019
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On the variance of the adaptive learning rate and beyond
Liyuan Liu, Haoming Jiang, Pengcheng He, Weizhu Chen, Xiaodong Liu, Jianfeng Gao, and Jiawei Han. 2019b · 2019
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Learning Face Age Progression: A Pyramid Architecture of GANs
Hongyu Yang, Di Huang, Yunhong Wang, and Anil K. Jain. 2019 · 2019
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Grigory Antipov, Moez Baccouche, and Jean-Luc Dugelay. 2017 · 2017
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Arbitrary Style Transfer in Real-time with Adaptive Instance Normalization
Xun Huang and Serge Belongie. 2017 · 2017
Cited alongside, same era.
Progressive growing of gans for improved quality, stability, and variation
Tero Karras, Timo Aila, Samuli Laine, and Jaakko Lehtinen. 2017 · 2017
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Feature pyramid networks for object detection. In
Tsung-Yi Lin, Piotr Dollár, Ross Girshick, Kaiming He, Bharath Hariharan, and Serge Belongie. 2017 · 2017
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Unsupervised Image-to-Image Translation Networks. In
Ming-Yu Liu, Thomas Breuel, and Jan Kautz. 2017 · 2017
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DualGAN: Unsupervised Dual Learning for Image-to-Image Translation. 2868–2876
Zili Yi, Hao Zhang, Ping Tan, and Minglun Gong. 2017 · 2017
Cited alongside, same era.
Age Progression/Regression by Conditional Adversarial Autoencoder
Zhifei Zhang, Yang Song, and Hairong Qi. 2017 · 2017
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Lookahead optimizer: k steps forward, 1 step back. In
Michael Zhang, James Lucas, Jimmy Ba, and Geoffrey E Hinton. 2019 · 2019
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Stargan v2: Diverse image synthesis for multiple domains. In
Yunjey Choi, Youngjung Uh, Jaejun Yoo, and Jung-Woo Ha. 2020 · 2020
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Triple-GAN: Progressive Face Aging with Triple Translation Loss. In
H. Fang, W. Deng, Y. Zhong, and J. Hu. 2020 · 2020
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Enhancing Facial Data Diversity With Style-Based Face Aging. In
Markos Georgopoulos, James Oldfield, Mihalis A. Nicolaou, Yannis Panagakis, and Maja Pantic. 2020 · 2020
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GANSpace: Discovering Interpretable GAN Controls
Erik Härkönen, Aaron Hertzmann, Jaakko Lehtinen, and Sylvain Paris. 2020 · 2020
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Analyzing and improving the image quality of stylegan. In
Tero Karras, Samuli Laine, Miika Aittala, Janne Hellsten, Jaakko Lehtinen, and Timo Aila. 2020 · 2020
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Korush and Millie. 2020
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DRIT++: Diverse Image-to-Image Translation viaDisentangled Representations
Hsin-Ying Lee, Hung-Yu Tseng, Qi Mao, Jia-Bin Huang, Yu-Ding Lu, Maneesh Kumar Singh, and Ming-Hsuan Yang. 2020 · 2020
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Hierarchical Face Aging Through Disentangled Latent Characteristics. In
Peipei Li, Huaibo Huang, Yibo Hu, Xiang Wu, Ran He, and Zhenan Sun. 2020 · 2020
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Facial identity across the lifespan
Mila Mileva, Andrew W Young, Rob Jenkins, and A Mike Burton. 2020 · 2020
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Face Identity Disentanglement via Latent Space Mapping
Yotam Nitzan, Amit Bermano, Yangyan Li, and Daniel Cohen-Or. 2020 · 2020
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Adversarial Latent Autoencoders. In
Stanislav Pidhorskyi, Donald A Adjeroh, and Gianfranco Doretto. 2020 · 2020
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Interpreting the latent space of gans for semantic face editing. In
Yujun Shen, Jinjin Gu, Xiaoou Tang, and Bolei Zhou. 2020 · 2020
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Closed-Form Factorization of Latent Semantics in GANs
Yujun Shen and Bolei Zhou. 2020 · 2020
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StyleGAN2 Distillation for Feed-forward Image Manipulation
Yuri Viazovetskyi, Vladimir Ivashkin, and Evgeny Kashin. 2020 · 2020
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Unsupervised Discovery of Interpretable Directions in the GAN Latent Space
Andrey Voynov and Artem Babenko. 2020 · 2020
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High Resolution Face Age Editing
Xu Yao, Gilles Puy, Alasdair Newson, Yann Gousseau, and Pierre Hellier. 2020 · 2020
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In-domain gan inversion for real image editing
Jiapeng Zhu, Yujun Shen, Deli Zhao, and Bolei Zhou. 2020 · 2020
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stylegan-encoder
Baylies. 2019 · 2021
Closest in time.
Designing an Encoder for StyleGAN Image Manipulation
Omer Tov, Yuval Alaluf, Yotam Nitzan, Or Patashnik, and Daniel Cohen-Or. 2021 · 2021
Closest in time.
Weihao Xia, Yulun Zhang, Yujiu Yang, Jing-Hao Xue, Bolei Zhou, and Ming-Hsuan Yang. 2021 · 2021
Closest in time.