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As a sub-domain of text-to-image synthesis, text-to-face generation has huge potentials in public safety domain.
Labeled faces in the wild: A database for studying face recognition in unconstrained environments
G. B. Huang, M. Ramesh, T. Berg, and E. Learned-Miller · 2007
Earlier work this paper cites.
Automated flower classification over a large number of classes
M. E. Nilsback and A. Zisserman · 2009
Earlier work this paper cites.
The caltech-ucsd birds-200-2011 dataset
C. Wah, S. Branson, P. Welinder, P. Perona, and S. J. Belongie · 2011
Earlier work this paper cites.
Generative adversarial nets
I. J. Goodfellow, J. Pougetabadie, M. Mirza, B. Xu, D. Wardefarley, S. Ozair, A. C. Courville, and Y. Bengio · 2014
Earlier work this paper cites.
Microsoft coco: Common objects in context
T. Lin, M. Maire, S. J. Belongie, J. Hays, P. Perona, D. Ramanan, P. Dollar, and C. L. Zitnick · 2014
Earlier work this paper cites.
Conditional generative adversarial nets
M. Mirza and S. Osindero · 2014
Earlier work this paper cites.
Deep learning face attributes in the wild
Z. Liu, P. Luo, X. Wang, and X. Tang · 2015
Earlier work this paper cites.
Facenet: A unified embedding for face recognition and clustering
F. Schroff, D. Kalenichenko, and J. Philbin · 2015
Earlier work this paper cites.
Show, attend and tell: Neural image caption generation with visual attention
K. Xu, J. Ba, R. Kiros, K. Cho, A. C. Courville, R. Salakhudinov, R. Zemel, and Y. Bengio · 2015
Earlier work this paper cites.
Unsupervised representation learning with deep convolutional generative adversarial networks
A. Radford, L. Metz, and S. Chintala · 2016
Earlier work this paper cites.
Generative adversarial text to image synthesis
S. Reed, Z. Akata, X. Yan, L. Logeswaran, B. Schiele, and H. Lee · 2016
Earlier work this paper cites.
Learning what and where to draw
S. E. Reed, Z. Akata, S. Mohan, S. Tenka, B. Schiele, and H. Lee · 2016
Earlier work this paper cites.
Improved techniques for training gans
T. Salimans, I. J. Goodfellow, W. Zaremba, V. Cheung, A. Radford, and X. Chen · 2016
Earlier work this paper cites.
Stacked attention networks for image question answering
Z. Yang, X. He, J. Gao, L. Deng, and A. J. Smola · 2016
Cited alongside, same era.
Semantic image synthesis via adversarial learning
H. Dong, S. Yu, C. Wu, and Y. Guo · 2017
Cited alongside, same era.
I2t2i: Learning text to image synthesis with textual data augmentation
H. Dong, J. Zhang, D. G. Mcilwraith, and Y. Guo · 2017
Cited alongside, same era.
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
Cited alongside, same era.
Beyond face rotation: Global and local perception gan for photorealistic and identity preserving frontal view synthesis
R. Huang, S. Zhang, T. Li, and R. He · 2017
Cited alongside, same era.
Attention is all you need
A. Vaswani, N. Shazeer, N. Parmar, J. Uszkoreit, L. Jones, A. N. Gomez, L. Kaiser, and I. Polosukhin · 2017
Face2text: Collecting an annotated image description corpus for the generation of rich face descriptions
A. Gatt, M. Tanti, A. Muscat, P. Paggio, R. A. Farrugia, C. Borg, K. P. Camilleri, M. Rosner, and L. V. Der Plas · 2018
Later among the works it cites.
Inferring semantic layout for hierarchical text-to-image synthesis
S. Hong, D. Yang, J. Choi, and H. Lee · 2018
Later among the works it cites.
Progressive growing of gans for improved quality, stability, and variation
T. Karras, T. Aila, S. Laine, and J. Lehtinen · 2018
Later among the works it cites.
A style-based generator architecture for generative adversarial networks
T. Karras, S. Laine, and T. Aila · 2018
Later among the works it cites.
Chatpainter: Improving text to image generation using dialogue
S. Sharma, D. Suhubdy, V. Michalski, S. E. Kahou, and Y. Bengio · 2018
Later among the works it cites.
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Cited alongside, same era.
Stackgan: Text to photo-realistic image synthesis with stacked generative adversarial networks
H. Zhang, T. Xu, and H. Li · 2017
Cited alongside, same era.
Unpaired image-to-image translation using cycle-consistent adversarial networks
J. Zhu, T. Park, P. Isola, and A. A. Efros · 2017
Cited alongside, same era.
Towards open-set identity preserving face synthesis
J. Bao, D. Chen, F. Wen, H. Li, and G. Hua · 2018
Cited alongside, same era.
Large scale gan training for high fidelity natural image synthesis
A. Brock, J. Donahue, and K. Simonyan · 2018
Cited alongside, same era.
From eyes to face synthesis: a new approach for human-centered smart surveillance
X. Chen, L. Qing, X. He, J. Su, and Y. Peng · 2018
Cited alongside, same era.
Stargan: Unified generative adversarial networks for multi-domain image-to-image translation
Y. Choi, M. Choi, M. Kim, J. Ha, S. Kim, and J. Choo · 2018
Cited alongside, same era.
High-resolution image synthesis and semantic manipulation with conditional gans
T. Wang, M. Liu, J. Zhu, A. J. Tao, J. Kautz, and B. Catanzaro · 2018
Later among the works it cites.
Text2sketch: Learning face sketch from facial attribute text
Y. Wang, L. Chang, Y. Cheng, L. Jin, Z. Cheng, X. Deng, and F. Duan · 2018
Later among the works it cites.
Attngan: Fine-grained text to image generation with attentional generative adversarial networks
T. Xu, P. Zhang, Q. Huang, H. Zhang, Z. Gan, X. Huang, and X. He · 2018
Later among the works it cites.
Generative image inpainting with contextual attention
J. Yu, Z. Lin, J. Yang, X. Shen, X. Lu, and T. S. Huang · 2018
Later among the works it cites.
Self-attention generative adversarial networks
H. Zhang, I. J. Goodfellow, D. N. Metaxas, and A. Odena · 2018
Later among the works it cites.
Stackgan++: Realistic image synthesis with stacked generative adversarial networks
H. Zhang, T. Xu, H. Li, S. Zhang, X. Wang, X. Huang, and D. N. Metaxas · 2018
Later among the works it cites.
Photographic text-to-image synthesis with a hierarchically-nested adversarial network
Z. Zhang, Y. Xie, and L. Yang · 2018
Later among the works it cites.
Mirrorgan: Learning text-to-image generation by redescription, 2019
T. Qiao, J. Zhang, D. Xu, and D. Tao · 2019
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