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In this paper, we propose a generative multi-column network for image inpainting.
Image repairing: Robust image synthesis by adaptive nd tensor voting
J. Jia and C.-K. Tang · 2003
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Region filling and object removal by exemplar-based image inpainting
A. Criminisi, P. Pérez, and K. Toyama · 2004
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Inference of segmented color and texture description by tensor voting
J. Jia and C.-K. Tang · 2004
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Image completion with structure propagation
J. Sun, L. Yuan, J. Jia, and H.-Y. Shum · 2005
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Patchmatch: A randomized correspondence algorithm for structural image editing
C. Barnes, E. Shechtman, A. Finkelstein, and D. B. Goldman · 2009
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Multi-column deep neural networks for image classification
D. Ciregan, U. Meier, and J. Schmidhuber · 2012
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Statistics of patch offsets for image completion
K. He and J. Sun · 2012
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Adaptive multi-column deep neural networks with application to robust image denoising
F. Agostinelli, M. R. Anderson, and H. Lee · 2013
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Image completion approaches using the statistics of similar patches
K. He and J. Sun · 2014
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Adam: A method for stochastic optimization
D. P. Kingma and J. Ba · 2014
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Very deep convolutional networks for large-scale image recognition
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Z. Liu, P. Luo, X. Wang, and X. Tang · 2015
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Imagenet large scale visual recognition challenge
O. Russakovsky, J. Deng, H. Su, J. Krause, S. Satheesh, S. Ma, Z. Huang, A. Karpathy, A. Khosla, M. Bernstein, et al · 2015
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Image style transfer using convolutional neural networks
L. A. Gatys, A. S. Ecker, and M. Bethge · 2016
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Combining markov random fields and convolutional neural networks for image synthesis
C. Li and M. Wand · 2016
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Context encoders: Feature learning by inpainting
D. Pathak, P. Krahenbuhl, J. Donahue, T. Darrell, and A. A. Efros · 2016
Progressive growing of gans for improved quality, stability, and variation
T. Karras, T. Aila, S. Laine, and J. Lehtinen · 2017
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Template matching with deformable diversity similarity
I. Talmi, R. Mechrez, and L. Zelnik-Manor · 2017
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High-resolution image inpainting using multi-scale neural patch synthesis
C. Yang, X. Lu, Z. Lin, E. Shechtman, O. Wang, and H. Li · 2017
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Semantic image inpainting with deep generative models
R. A. Yeh, C. Chen, T. Y. Lim, A. G. Schwing, M. Hasegawa-Johnson, and M. N. Do · 2017
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Places: A 10 million image database for scene recognition
B. Zhou, A. Lapedriza, A. Khosla, A. Oliva, and A. Torralba · 2017
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Single-image crowd counting via multi-column convolutional neural network
Y. Zhang, D. Zhou, S. Chen, S. Gao, and Y. Ma · 2016
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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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Globally and locally consistent image completion
S. Iizuka, E. Simo-Serra, and H. Ishikawa · 2017
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R. Mechrez, I. Talmi, F. Shama, and L. Zelnik-Manor · 2018
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The contextual loss for image transformation with non-aligned data
R. Mechrez, I. Talmi, and L. Zelnik-Manor · 2018
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Shift-net: Image inpainting via deep feature rearrangement
Z. Yan, X. Li, M. Li, W. Zuo, and S. Shan · 2018
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Generative image inpainting with contextual attention
J. Yu, Z. Lin, J. Yang, X. Shen, X. Lu, and T. S. Huang · 2018
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