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Image generation has raised tremendous attention in both academic and industrial areas, especially for the conditional and target-oriented image generation, such as criminal portrait and fashion design.
A morphable model for the synthesis of 3d faces
V. Blanz and T. Vetter · 1999
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Dlib-ml: A machine learning toolkit
D. E. King · 2009
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Generative adversarial nets
I. Goodfellow, J. Pouget-Abadie, M. Mirza, B. Xu, D. Warde-Farley, S. Ozair, A. Courville, and Y. Bengio · 2014
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Conditional generative adversarial nets
M. Mirza and S. Osindero · 2014
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Deep learning face attributes in the wild
Z. Liu, P. Luo, X. Wang, and X. Tang · 2015
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Unsupervised representation learning with deep convolutional generative adversarial networks
A. Radford, L. Metz, and S. Chintala · 2015
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Fcns in the wild: Pixel-level adversarial and constraint-based adaptation
J. Hoffman, D. Wang, F. Yu, and T. Darrell · 2016
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Coupled generative adversarial networks
M.-Y. Liu and O. Tuzel · 2016
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Deepfashion: Powering robust clothes recognition and retrieval with rich annotations
Z. Liu, P. Luo, S. Qiu, X. Wang, and X. Tang · 2016
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Semantic segmentation using adversarial networks
P. Luc, C. Couprie, S. Chintala, and J. Verbeek · 2016
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Deep multi-scale video prediction beyond mean square error
M. Mathieu, C. Couprie, and Y. LeCun · 2016
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Generating text via adversarial training
Y. Zhang, Z. Gan, and L. Carin · 2016
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Wasserstein generative adversarial networks
M. Arjovsky, S. Chintala, and L. Bottou · 2017
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Began: Boundary equilibrium generative adversarial networks
D. Berthelot, T. Schumm, and L. Metz · 2017
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Unsupervised pixel-level domain adaptation with generative adversarial networks
K. Bousmalis, N. Silberman, D. Dohan, D. Erhan, and D. Krishnan · 2017
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Triple generative adversarial nets
L. Chongxuan, T. Xu, J. Zhu, and B. Zhang · 2017
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Improved training of wasserstein gans
I. Gulrajani, F. Ahmed, M. Arjovsky, V. Dumoulin, and A. C. Courville · 2017
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Gans trained by a two time-scale update rule converge to a local nash equilibrium
M. Heusel, H. Ramsauer, T. Unterthiner, B. Nessler, and S. Hochreiter · 2017
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Image-to-image translation with conditional adversarial networks
P. Isola, J.-Y. Zhu, T. Zhou, and A. A. Efros · 2017
Cited alongside, same era.
Learning to discover cross-domain relations with generative adversarial networks
T. Kim, M. Cha, H. Kim, J. K. Lee, and J. Kim · 2017
Cited alongside, same era.
Photo-realistic single image super-resolution using a generative adversarial network
C. Ledig, L. Theis, F. Huszár, J. Caballero, A. Cunningham, A. Acosta, A. P. Aitken, A. Tejani, J. Totz, Z. Wang, et al · 2017
Cited alongside, same era.
Perceptual generative adversarial networks for small object detection
J. Li, X. Liang, Y. Wei, T. Xu, J. Feng, and S. Yan · 2017
Cited alongside, same era.
Region-based activity recognition using conditional gan
X. Li, Y. Zhang, J. Zhang, Y. Chen, H. Li, I. Marsic, and R. S. Burd · 2017
Cited alongside, same era.
Unsupervised image-to-image translation networks
Soft-gated warping-gan for pose-guided person image synthesis
H. Dong, X. Liang, K. Gong, H. Lai, J. Zhu, and J. Yin · 2018
Later among the works it cites.
Full-body high-resolution anime generation with progressive structure-conditional generative adversarial networks
K. Hamada, K. Tachibana, T. Li, H. Honda, and Y. Uchida · 2018
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Progressive growing of GANs for improved quality, stability, and variation
T. Karras, T. Aila, S. Laine, and J. Lehtinen · 2018
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Spectral normalization for generative adversarial networks
T. Miyato, T. Kataoka, M. Koyama, and Y. Yoshida · 2018
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Video-to-video synthesis
T.-C. Wang, M.-Y. Liu, J.-Y. Zhu, G. Liu, A. Tao, J. Kautz, and B. Catanzaro · 2018
Later among the works it cites.
High-resolution image synthesis and semantic manipulation with conditional gans
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M.-Y. Liu, T. Breuel, and J. Kautz · 2017
Cited alongside, same era.
Face aging with contextual generative adversarial nets
S. Liu, Y. Sun, D. Zhu, R. Bao, W. Wang, X. Shu, and S. Yan · 2017
Cited alongside, same era.
Beyond human-level license plate super-resolution with progressive vehicle search and domain priori gan
W. Liu, X. Liu, H. Ma, and P. Cheng · 2017
Cited alongside, same era.
Conditional image synthesis with auxiliary classifier gans
A. Odena, C. Olah, and J. Shlens · 2017
Cited alongside, same era.
Dualgan: Unsupervised dual learning for image-to-image translation
Z. Yi, H. R. Zhang, P. Tan, and M. Gong · 2017
Cited alongside, same era.
Seqgan: Sequence generative adversarial nets with policy gradient
L. Yu, W. Zhang, J. Wang, and Y. Yu · 2017
Cited alongside, same era.
Stackgan: Text to photo-realistic image synthesis with stacked generative adversarial networks
H. Zhang, T. Xu, H. Li, S. Zhang, X. Wang, X. Huang, and D. N. Metaxas · 2017
Cited alongside, same era.
T.-C. Wang, M.-Y. Liu, J.-Y. Zhu, A. Tao, J. Kautz, and B. Catanzaro · 2018
Later among the works it cites.
Segmentation guided image-to-image translation with adversarial networks
S. Jiang, Z. Tao, and Y. Fu · 2019
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A style-based generator architecture for generative adversarial networks
T. Karras, S. Laine, and T. Aila · 2019
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Semantic image synthesis with spatially-adaptive normalization
T. Park, M.-Y. Liu, T.-C. Wang, and J.-Y. Zhu · 2019
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Stargan v2: Diverse image synthesis for multiple domains
Y. Choi, Y. Uh, J. Yoo, and J.-W. Ha · 2020
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Maskgan: Towards diverse and interactive facial image manipulation
C.-H. Lee, Z. Liu, L. Wu, and P. Luo · 2020
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Local class-specific and global image-level generative adversarial networks for semantic-guided scene generation
H. Tang, D. Xu, Y. Yan, P. H. Torr, and N. Sebe · 2020
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Dual-attention gan for large-pose face frontalization
Y. Yin, S. Jiang, J. P. Robinson, and Y. Fu · 2020
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Sean: Image synthesis with semantic region-adaptive normalization
P. Zhu, R. Abdal, Y. Qin, and P. Wonka · 2020
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Geometrically editable face image translation with adversarial networks
S. Jiang, Z. Tao, and Y. Fu · 2021
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Alias-free generative adversarial networks
T. Karras, M. Aittala, S. Laine, E. Härkönen, J. Hellsten, J. Lehtinen, and T. Aila · 2021
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Superfront: From low-resolution to high-resolution frontal face synthesis
Y. Yin, J. P. Robinson, S. Jiang, Y. Bai, C. Qin, and Y. Fu · 2021
Closest in time.