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Compositional Pattern Producing Networks (CPPNs) are differentiable networks that independently map (x, y) pixel coordinates to (r, g, b) colour values.
Motion without movement
W. T. Freeman, E. H. Adelson, and D. J. Heeger · 1991
Earlier work this paper cites.
A limited memory algorithm for bound constrained optimization
R. H. Byrd, P. Lu, J. Nocedal, and C. Zhu · 1995
Earlier work this paper cites.
Compositional pattern producing networks: A novel abstraction of development
K. O. Stanley · 2007
Earlier work this paper cites.
Describing textures in the wild
M. Cimpoi, S. Maji, I. Kokkinos, S. Mohamed, and A. Vedaldi · 2014
Earlier work this paper cites.
Generative adversarial nets
I. Goodfellow, J. Pouget-Abadie, M. Mirza, B. Xu, D. Warde-Farley, S. Ozair, A. Courville, and Y. Bengio · 2014
Earlier work this paper cites.
Image regression, 2014
A. Karpathy · 2014
Cited alongside, same era.
Very deep convolutional networks for large-scale image recognition
K. Simonyan and A. Zisserman · 2014
Cited alongside, same era.
Texture synthesis using convolutional neural networks
L. A. Gatys, A. S. Ecker, and M. Bethge · 2015
Cited alongside, same era.
Image style transfer using convolutional neural networks
L. A. Gatys, A. S. Ecker, and M. Bethge · 2016
Cited alongside, same era.
Generating large images from latent vectors, 2016
D. Ha · 2016
Cited alongside, same era.
Progressive growing of GANs for improved quality, stability, and variation
T. Karras, T. Aila, S. Laine, and J. Lehtinen
Cited in the paper.
A style-based generator architecture for generative adversarial networks
T. Karras, S. Laine, and T. Aila
Cited in the paper.
Perceptual losses for real-time style transfer and super-resolution
J. Johnson, A. Alahi, and L. Fei-Fei · 2016
Later among the works it cites.
Texture networks: Feed-forward synthesis of textures and stylized images
D. Ulyanov, V. Lebedev, A. Vedaldi, and V. S. Lempitsky · 2016
Later among the works it cites.
Compositional pattern producing GAN
L. Metz and I. Gulrajani · 2017
Later among the works it cites.
Differentiable image parameterizations
A. Mordvintsev, N. Pezzotti, L. Schubert, and C. Olah · 2018
Later among the works it cites.
Interactive CPPNs in GLSL
X. Snelgrove and M. Tesfaldet · 2018
Later among the works it cites.
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