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Infographic is a data visualization technique which combines graphic and textual descriptions in an aesthetic and effective manner.
Aesthetic measures for automated document layout
S. J. Harrington, J. F. Naveda, R. P. Jones, P. Roetling, and N. Thakkar · 2004
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Getting inspired! understanding how and why examples are used in creative design practice
S. R. Herring, C.-C. Chang, J. Krantzler, and B. P. Bailey · 2009
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Useful junk? the effects of visual embellishment on comprehension and memorability of charts
S. Bateman, R. L. Mandryk, C. Gutwin, A. Genest, D. McDine, and C. Brooks · 2010
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Designing with interactive example galleries
B. Lee, S. Srivastava, R. Kumar, R. Brafman, and S. R. Klemmer · 2010
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Bricolage: example-based retargeting for web design
R. Kumar, J. O. Talton, S. Ahmad, and S. R. Klemmer · 2011
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Parsing natural scenes and natural language with recursive neural networks
R. Socher, C. C. Lin, C. Manning, and A. Y. Ng · 2011
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Image parsing with stochastic scene grammar
Y. Zhao and S.-C. Zhu · 2011
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Webcrystal: understanding and reusing examples in web authoring
S. P. Chang and B. A. Myers · 2012
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Imagenet classification with deep convolutional neural networks
A. Krizhevsky, I. Sutskever, and G. E. Hinton · 2012
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Selecting semantically-resonant colors for data visualization
S. Lin, J. Fortuna, C. Kulkarni, M. Stone, and J. Heer · 2013
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Infographics: the new communication tools in digital age
W. V. Siricharoen · 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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Deconstructing and restyling d3 visualizations
J. Harper and M. Agrawala · 2014
Cited alongside, same era.
Learning layouts for single-pagegraphic designs
P. O’Donovan, A. Agarwala, and A. Hertzmann · 2014
Cited alongside, same era.
Lyra: An interactive visualization design environment
A. Satyanarayan and J. Heer · 2014
Cited alongside, same era.
Isotype visualization: Working memory, performance, and engagement with pictographs
S. Haroz, R. Kosara, and S. L. Franconeri · 2015
Cited alongside, same era.
Designscape: Design with interactive layout suggestions
P. O’Donovan, A. Agarwala, and A. Hertzmann · 2015
Cited alongside, same era.
Tutorial on variational autoencoders
C. Doersch · 2016
Cited alongside, same era.
Deep convolutional priors for indoor scene synthesis
K. Wang, M. Savva, A. X. Chang, and D. Ritchie · 2018
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Infonice: Easy creation of information graphics
Y. Wang, H. Zhang, H. Huang, X. Chen, Q. Yin, Z. Hou, D. Zhang, Q. Luo, and H. Qu · 2018
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Towards automated infographic design: Deep learning-based auto-extraction of extensible timeline
Z. Chen, Y. Wang, Q. Wang, Y. Wang, and H. Qu · 2019
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Text-to-viz: Automatic generation of infographics from proportion-related natural language statements
W. Cui, X. Zhang, Y. Wang, H. Huang, B. Chen, L. Fang, H. Zhang, J.-G. Lou, and D. Zhang · 2019
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Read: Recursive autoencoders for document layout generation
A. Gadi Patil, O. Ben-Eliezer, O. Perel, and H. Averbuch-Elor · 2019
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Data-driven guides: Supporting expressive design for information graphics
N. W. Kim, E. Schweickart, Z. Liu, M. Dontcheva, W. Li, J. Popovic, and H. Pfister · 2016
Cited alongside, same era.
Effects of infographics on student achievement and students’ perceptions of the impacts of infographics
N. S. Alrwele · 2017
Cited alongside, same era.
Converting basic d3 charts into reusable style templates
J. Harper and M. Agrawala · 2017
Cited alongside, same era.
Coloring with words: Guiding image colorization through text-based palette generation
H. Bahng, S. Yoo, W. Cho, D. Keetae Park, Z. Wu, X. Ma, and J. Choo · 2018
Cited alongside, same era.
A classification of infographics
H. C. Purchase, K. Isaacs, T. Bueti, B. Hastings, A. Kassam, A. Kim, and S. van Hoesen · 2018
Cited alongside, same era.
Human-centric indoor scene synthesis using stochastic grammar
S. Qi, Y. Zhu, S. Huang, C. Jiang, and S.-C. Zhu · 2018
Cited alongside, same era.
Searching the visual style and structure of d3 visualizations
E. Hoque and M. Agrawala · 2019
Later among the works it cites.
Neural design network: Graphic layout generation with constraints
H.-Y. Lee, W. Yang, L. Jiang, M. Le, I. Essa, H. Gong, and M.-H. Yang · 2019
Later among the works it cites.
Layoutgan: Generating graphic layouts with wireframe discriminators
J. Li, J. Yang, A. Hertzmann, J. Zhang, and T. Xu · 2019
Later among the works it cites.
Grains: Generative recursive autoencoders for indoor scenes
M. Li, A. G. Patil, K. Xu, S. Chaudhuri, O. Khan, A. Shamir, C. Tu, B. Chen, D. Cohen-Or, and H. Zhang · 2019
Later among the works it cites.
Adversarial colorization of icons based on contour and color conditions
T.-H. Sun, C.-H. Lai, S.-K. Wong, and Y.-S. Wang · 2019
Later among the works it cites.
Content-aware generative modeling of graphic design layouts
X. Zheng, X. Qiao, Y. Cao, and R. W. Lau · 2019
Later among the works it cites.
Iconate: Automatic compound icon generation and ideation
N. Zhao, N. W. Kim, L. M. Herman, H. Pfister, R. W. Lau, J. Echevarria, and Z. Bylinskii · 2020
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