Learning Visual Importance for Graphic Designs and Data Visualizations

Learning Visual Importance for Graphic Designs and Data Visualizations

8 August 2017

Peter O'Donovan

Hanspeter Pfister

Bryan C. Russell

Aaron Hertzmann

Papers citing "Learning Visual Importance for Graphic Designs and Data Visualizations"

19 / 19 papers shown

Title
Predicting Visual Attention in Graphic Design Documents Souradeep Chakraborty Zijun Wei Conor Kelton Seoyoung Ahn A. Balasubramanian G. Zelinsky Dimitris Samaras 41 15 0 02 Jul 2024
AI Assistance for UX: A Literature Review Through Human-Centered AI Yuwen Lu Yuewen Yang Qinyi Zhao Chengzhi Zhang Toby Jia-Jun Li 34 16 0 08 Feb 2024
Interactively Optimizing Layout Transfer for Vector Graphics Jeremy Warner Shuyao Zhou Björn Hartmann 38 1 0 20 Sep 2023
A Framework for Computational Design and Adaptation of Extended Reality User Interfaces Kashyap Todi Tanya R. Jonker 18 3 0 07 Sep 2023
Towards Visualization Thumbnail Designs that Entice Reading Data-driven Articles Hwiyeon Kim Joohee Kim Yunha Han Hwajung Hong Oh-Sang Kwon Young-Woo Park Niklas Elmqvist Sungahn Ko Bum Chul Kwon 14 3 0 26 May 2023
iBall: Augmenting Basketball Videos with Gaze-moderated Embedded Visualizations Zhutian Chen Qisen Yang Jiarui Shan Tica Lin Johanna Beyer Haijun Xia Hanspeter Pfister 34 28 0 06 Mar 2023
Social Simulacra: Creating Populated Prototypes for Social Computing Systems J. Park Lindsay Popowski Carrie J. Cai Meredith Ringel Morris Percy Liang Michael S. Bernstein 27 279 0 08 Aug 2022
Predicting and Explaining Mobile UI Tappability with Vision Modeling and Saliency Analysis E. Schoop Xin Zhou Gang Li Zhourong Chen Björn Hartmann Yang Li HAI FAtt 37 32 0 05 Apr 2022
Reverse-Engineering Information Presentations: Recovering Hierarchical Grouping from Layouts of Visual Elements Danqing Shi Weiwei Cui Danqing Huang Haidong Zhang Nan Cao 27 15 0 13 Jan 2022
Constrained Graphic Layout Generation via Latent Optimization Kotaro Kikuchi E. Simo-Serra Mayu Otani Kota Yamaguchi 30 103 0 02 Aug 2021
Learning to Automate Chart Layout Configurations Using Crowdsourced Paired Comparison Aoyu Wu Liwenhan Xie Bongshin Lee Yun Wang Weiwei Cui Huamin Qu 46 33 0 11 Jan 2021
Attribute-conditioned Layout GAN for Automatic Graphic Design Jianan Li Jimei Yang Jianming Zhang Chang Liu Christina Wang Tingfa Xu AI4CE 36 103 0 11 Sep 2020
VisCode: Embedding Information in Visualization Images using Encoder-Decoder Network Peiying Zhang Chenhui Li Changbo Wang 27 42 0 07 Sep 2020
TurkEyes: A Web-Based Toolbox for Crowdsourcing Attention Data Anelise Newman Barry A. McNamara Camilo Luciano Fosco Y. Zhang Patr Sukhum Matthew Tancik N. Kim Zoya Bylinskii 21 18 0 13 Jan 2020
Neural Design Network: Graphic Layout Generation with Constraints Hsin-Ying Lee Lu Jiang Irfan Essa Madison Le Haifeng Gong Ming-Hsuan Yang Weilong Yang 40 136 0 19 Dec 2019
Modeling Mobile Interface Tappability Using Crowdsourcing and Deep Learning Amanda Swearngin Yongqian Li HAI 13 61 0 28 Feb 2019
LayoutGAN: Generating Graphic Layouts with Wireframe Discriminators Jianan Li Jimei Yang Aaron Hertzmann Jianming Zhang Tingfa Xu GAN 21 226 0 21 Jan 2019
SocialML: machine learning for social media video creators Tomasz Trzciñski Adam Bielski Pawel Cyrta M. Zak VGen 35 0 0 25 Jan 2018
BubbleView: an interface for crowdsourcing image importance maps and tracking visual attention N. Kim Zoya Bylinskii M. Borkin Krzysztof Z. Gajos A. Oliva F. Durand Hanspeter Pfister 32 59 0 16 Feb 2017