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Conditional Generative Adversarial Networks (GANs) for cross-domain image-to-image translation have made much progress recently.
Material perception: What can you see in a brief glance?
L. Sharan, R. Rosenholtz, and E. Adelson · 2009
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Face photo-sketch synthesis and recognition
X. Wang and X. Tang · 2009
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Coupled information-theoretic encoding for face photo-sketch recognition
W. Zhang, X. Wang, and X. Tang · 2011
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Lecture 6.5-rmsprop: Divide the gradient by a running average of its recent magnitude
T. Tieleman and G. Hinton · 2012
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Spatial pattern templates for recognition of objects with regular structure
R. Tyleček and R. Šára · 2013
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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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Transient attributes for high-level understanding and editing of outdoor scenes
P.-Y. Laffont, Z. Ren, X. Tao, C. Qian, and J. Hays · 2014
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Conditional generative adversarial nets
M. Mirza and S. Osindero · 2014
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Autoencoding beyond pixels using a learned similarity metric
A. B. L. Larsen, S. K. Sønderby, H. Larochelle, and O. Winther · 2015
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Fully convolutional networks for semantic segmentation
J. Long, E. Shelhamer, and T. Darrell · 2015
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Deep multi-scale video prediction beyond mean square error
M. Mathieu, C. Couprie, and Y. LeCun · 2015
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U-net: Convolutional networks for biomedical image segmentation
O. Ronneberger, P. Fischer, and T. Brox · 2015
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Y. Aytar, L. Castrejon, C. Vondrick, H. Pirsiavash, and A. Torralba · 2016
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Image-to-image translation with conditional adversarial networks
P. Isola, J.-Y. Zhu, T. Zhou, and A. A. Efros · 2016
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Generative adversarial text to image synthesis
S. Reed, Z. Akata, X. Yan, L. Logeswaran, B. Schiele, and H. Lee · 2016
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Unsupervised cross-domain image generation
Y. Taigman, A. Polyak, and L. Wolf · 2016
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Generative image modeling using style and structure adversarial networks
X. Wang and A. Gupta · 2016
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Dual learning for machine translation
Y. Xia, D. He, T. Qin, L. Wang, N. Yu, T.-Y. Liu, and W.-Y. Ma · 2016
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Attribute2image: Conditional image generation from visual attributes
X. Yan, J. Yang, K. Sohn, and H. Lee · 2016
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C. Ledig, L. Theis, F. Huszár, J. Caballero, A. Cunningham, A. Acosta, A. Aitken, A. Tejani, J. Totz, Z. Wang, et al · 2016
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Precomputed real-time texture synthesis with markovian generative adversarial networks
C. Li and M. Wand · 2016
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Coupled generative adversarial networks
M.-Y. Liu and O. Tuzel · 2016
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Invertible conditional gans for image editing
G. Perarnau, J. van de Weijer, B. Raducanu, and J. M. Álvarez · 2016
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M. Arjovsky, S. Chintala, and L. Bottou · 2017
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Unsupervised image-to-image translation networks
M. Liu, T. Breuel, and J. Kautz · 2017
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Unpaired image-to-image translation using cycle-consistent adversarial networks
J. Zhu, T. Park, P. Isola, and A. A. Efros · 2017
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