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Generating photorealistic 3D faces from given conditions is a challenging task.
A morphable model for the synthesis of 3D faces
Blanz, V.; and Vetter, T. 1999 · 1999
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Denoising Diffusion Implicit Models
Song, J.; Meng, C.; and Ermon, S. 2022 · 2010
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Generative Adversarial Nets
Goodfellow, I.; Pouget-Abadie, J.; Mirza, M.; Xu, B.; Warde-Farley, D.; Ozair, S.; Courville, A.; and Bengio, Y. 2014 · 2014
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Generative visual manipulation on the natural image manifold
Zhu, J.-Y.; Krähenbühl, P.; Shechtman, E.; and Efros, A. A. 2016 · 2016
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Gans trained by a two time-scale update rule converge to a local nash equilibrium
Heusel, M.; Ramsauer, H.; Unterthiner, T.; Nessler, B.; and Hochreiter, S. 2017 · 2017
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Adam: A Method for Stochastic Optimization
Kingma, D. P.; and Ba, J. 2017 · 2017
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SGDR: Stochastic Gradient Descent with Warm Restarts
Loshchilov, I.; and Hutter, F. 2017 · 2017
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Progressive Growing of GANs for Improved Quality, Stability, and Variation
Karras, T.; Aila, T.; Laine, S.; and Lehtinen, J. 2018 · 2018
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Attngan: Fine-grained text to image generation with attentional generative adversarial networks
Xu, T.; Zhang, P.; Huang, Q.; Zhang, H.; Gan, Z.; Huang, X.; and He, X. 2018 · 2018
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The unreasonable effectiveness of deep features as a perceptual metric
Zhang, R.; Isola, P.; Efros, A. A.; Shechtman, E.; and Wang, O. 2018 · 2018
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Image2stylegan: How to embed images into the stylegan latent space?
Abdal, R.; Qin, Y.; and Wonka, P. 2019 · 2019
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Very long natural scenery image prediction by outpainting
Yang, Z.; Dong, J.; Liu, P.; Yang, Y.; and Yan, S. 2019 · 2019
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Denoising diffusion probabilistic models
Ho, J.; Jain, A.; and Abbeel, P. 2020 · 2020
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Analyzing and Improving the Image Quality of StyleGAN
Karras, T.; Laine, S.; Aittala, M.; Hellsten, J.; Lehtinen, J.; and Aila, T. 2020 · 2020
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NeRF: Representing Scenes as Neural Radiance Fields for View Synthesis
Mildenhall, B.; Srinivasan, P. P.; Tancik, M.; Barron, J. T.; Ramamoorthi, R.; and Ng, R. 2020 · 2020
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Exploring the limits of transfer learning with a unified text-to-text transformer
Raffel, C.; Shazeer, N.; Roberts, A.; Lee, K.; Narang, S.; Matena, M.; Zhou, Y.; Li, W.; and Liu, P. J. 2020 · 2020
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Interpreting the latent space of gans for semantic face editing
Shen, Y.; Gu, J.; Tang, X.; and Zhou, B. 2020 · 2020
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Mead: A large-scale audio-visual dataset for emotional talking-face generation
Wang, K.; Wu, Q.; Song, L.; Yang, Z.; Wu, W.; Qian, C.; He, R.; Qiao, Y.; and Loy, C. C. 2020 · 2020
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In-domain gan inversion for real image editing
Zhu, J.; Shen, Y.; Zhao, D.; and Zhou, B. 2020 · 2020
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Restyle: A residual-based stylegan encoder via iterative refinement
Alaluf, Y.; Patashnik, O.; and Cohen-Or, D. 2021 · 2021
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Ensembling with deep generative views
Chai, L.; Zhu, J.-Y.; Shechtman, E.; Isola, P.; and Zhang, R. 2021 · 2021
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StyleGAN-NADA: CLIP-Guided Domain Adaptation of Image Generators
Gal, R.; Patashnik, O.; Maron, H.; Chechik, G.; and Cohen-Or, D. 2021 · 2021
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Talk-to-edit: Fine-grained facial editing via dialog
Jiang, Y.; Huang, Z.; Pan, X.; Loy, C. C.; and Liu, Z. 2021 · 2021
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Learning transferable visual models from natural language supervision
Radford, A.; Kim, J. W.; Hallacy, C.; Ramesh, A.; Goh, G.; Agarwal, S.; Sastry, G.; Askell, A.; Mishkin, P.; Clark, J.; et al. 2021 · 2021
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Pivotal tuning for latent-based editing of real images
Roich, D.; Mokady, R.; Bermano, A. H.; and Cohen-Or, D. 2022 · 2022
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High-resolution image synthesis with latent diffusion models
Rombach, R.; Blattmann, A.; Lorenz, D.; Esser, P.; and Ommer, B. 2022 · 2022
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Photorealistic text-to-image diffusion models with deep language understanding
Saharia, C.; Chan, W.; Saxena, S.; Li, L.; Whang, J.; Denton, E. L.; Ghasemipour, K.; Gontijo Lopes, R.; Karagol Ayan, B.; Salimans, T.; et al. 2022 · 2022
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Clip-forge: Towards zero-shot text-to-shape generation
Sanghi, A.; Chu, H.; Lambourne, J. G.; Wang, Y.; Cheng, C.-Y.; Fumero, M.; and Malekshan, K. R. 2022 · 2022
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Hairclip: Design your hair by text and reference image
Wei, T.; Chen, D.; Zhou, W.; Liao, J.; Tan, Z.; Yuan, L.; Zhang, W.; and Yu, N. 2022 · 2022
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High-fidelity 3D GAN Inversion by Pseudo-multi-view Optimization
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Tov, O.; Alaluf, Y.; Nitzan, Y.; Patashnik, O.; and Cohen-Or, D. 2021 · 2021
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Stylespace analysis: Disentangled controls for stylegan image generation
Wu, Z.; Lischinski, D.; and Shechtman, E. 2021 · 2021
Cited alongside, same era.
Tedigan: Text-guided diverse face image generation and manipulation
Xia, W.; Yang, Y.; Xue, J.-H.; and Wu, B. 2021 · 2021
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Multiple knowledge representation for big data artificial intelligence: framework, applications, and case studies
Yang, Y.; Zhuang, Y.; and Pan, Y. 2021 · 2021
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Face forensics in the wild
Zhou, T.; Wang, W.; Liang, Z.; and Shen, J. 2021 · 2021
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Efficient geometry-aware 3D generative adversarial networks
Chan, E. R.; Lin, C. Z.; Chan, M. A.; Nagano, K.; Pan, B.; De Mello, S.; Gallo, O.; Guibas, L. J.; Tremblay, J.; Khamis, S.; et al. 2022 · 2022
Cited alongside, same era.
EMOCA: Emotion Driven Monocular Face Capture and Animation
Danecek, R.; Black, M. J.; and Bolkart, T. 2022 · 2022
Cited alongside, same era.
Xie, J.; Ouyang, H.; Piao, J.; Lei, C.; and Chen, Q. 2022 · 2022
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One model to edit them all: Free-form text-driven image manipulation with semantic modulations
Zhu, Y.; Liu, H.; Song, Y.; Yuan, Z.; Han, X.; Yuan, C.; Chen, Q.; and Wang, J. 2022 · 2022
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3davatargan: Bridging domains for personalized editable avatars
Abdal, R.; Lee, H.-Y.; Zhu, P.; Chai, M.; Siarohin, A.; Wonka, P.; and Tulyakov, S. 2023 · 2023
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PanoHead: Geometry-Aware 3D Full-Head Synthesis in 360deg
An, S.; Xu, H.; Shi, Y.; Song, G.; Ogras, U. Y.; and Luo, L. 2023 · 2023
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Fantasia3D: Disentangling Geometry and Appearance for High-quality Text-to-3D Content Creation
Chen, R.; Chen, Y.; Jiao, N.; and Jia, K. 2023 · 2023
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3d gan inversion with pose optimization
Ko, J.; Cho, K.; Choi, D.; Ryoo, K.; and Kim, S. 2023 · 2023
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Li, J.; Li, D.; Savarese, S.; and Hoi, S. 2023 · 2023
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High-Fidelity 3D Face Generation from Natural Language Descriptions
Wu, M.; Zhu, H.; Huang, L.; Zhuang, Y.; Lu, Y.; and Cao, X. 2023 · 2023
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SEEAvatar: Photorealistic Text-to-3D Avatar Generation with Constrained Geometry and Appearance
Xu, Y.; Yang, Z.; and Yang, Y. 2023 · 2023
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3D GAN Inversion with Facial Symmetry Prior
Yin, F.; Zhang, Y.; Wang, X.; Wang, T.; Li, X.; Gong, Y.; Fan, Y.; Cun, X.; Shan, Y.; Oztireli, C.; and Yang, Y. 2023 · 2023
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DreamFace: Progressive Generation of Animatable 3D Faces under Text Guidance
Zhang, L.; Qiu, Q.; Lin, H.; Zhang, Q.; Shi, C.; Yang, W.; Shi, Y.; Yang, S.; Xu, L.; and Yu, J. 2023 · 2023
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Pyramid Diffusion Models For Low-light Image Enhancement
Zhou, D.; Yang, Z.; and Yang, Y. 2023 · 2023
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Styleclip: Text-driven manipulation of stylegan imagery
Patashnik, O.; Wu, Z.; Shechtman, E.; Cohen-Or, D.; and Lischinski, D. 2021 · 2094
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