Machine Learning-Based Prototyping of Graphical User Interfaces for
Mobile Apps

Machine Learning-Based Prototyping of Graphical User Interfaces for Mobile Apps

7 February 2018

Carlos Bernal-Cárdenas

Denys Poshyvanyk

Papers citing "Machine Learning-Based Prototyping of Graphical User Interfaces for Mobile Apps"

17 / 17 papers shown

Title
Semantic GUI Scene Learning and Video Alignment for Detecting Duplicate Video-based Bug Reports Yanfu Yan Nathan Cooper Oscar Chaparro Kevin Moran Denys Poshyvanyk 49 5 0 11 Jul 2024
Automatically Generating UI Code from Screenshot: A Divide-and-Conquer-Based Approach Yuxuan Wan Chaozheng Wang Yi Dong Wenxuan Wang Shuqing Li Yintong Huo M. Lyu 3DV 76 10 0 24 Jun 2024
MUD: Towards a Large-Scale and Noise-Filtered UI Dataset for Modern Style UI Modeling Sidong Feng Suyu Ma Han Wang David Kong Chunyang Chen 42 9 0 11 May 2024
AI Assistance for UX: A Literature Review Through Human-Centered AI Yuwen Lu Yuewen Yang Qinyi Zhao Chengzhi Zhang Toby Jia-Jun Li 24 16 0 08 Feb 2024
EGFE: End-to-end Grouping of Fragmented Elements in UI Designs with Multimodal Learning Liuqing Chen Yunnong Chen Shuhong Xiao Yaxuan Song Lingyun Sun Yankun Zhen Tingting Zhou Yan-fang Chang 49 4 0 18 Sep 2023
WebUI: A Dataset for Enhancing Visual UI Understanding with Web Semantics Jason Wu Siyan Wang Siman Shen Yi-Hao Peng Jeffrey Nichols Jeffrey P. Bigham 21 69 0 30 Jan 2023
UI Layers Merger: Merging UI layers via Visual Learning and Boundary Prior Yunnong Chen Yankun Zhen Chuhao Shi Jiazhi Li Liuqing Chen Z. Li Lingyun Sun Tingting Zhou Yan-fang Chang 37 4 0 18 Jun 2022
Psychologically-Inspired, Unsupervised Inference of Perceptual Groups of GUI Widgets from GUI Images Mulong Xie Zhenchang Xing Sidong Feng Chunyang Chen Liming Zhu Xiwei Xu 32 28 0 15 Jun 2022
Multimodal Icon Annotation For Mobile Applications Xiaoxue Zang Ying Xu Jindong Chen 22 19 0 09 Jul 2021
Automatic code generation from sketches of mobile applications in end-user development using Deep Learning Daniel Baulé Christiane Gresse von Wangenheim A. V. Wangenheim J. Hauck Edson C. Vargas Júnior 3DV 17 5 0 09 Mar 2021
VINS: Visual Search for Mobile User Interface Design Sara Bunian Kai Li Chaima Jemmali Casper Harteveld Y. Fu M. S. El-Nasr 33 109 0 10 Feb 2021
GUIGAN: Learning to Generate GUI Designs Using Generative Adversarial Networks Tianming Zhao Chunyang Chen Yuanning Liu Xiaodong Zhu Jilin University 29 56 0 25 Jan 2021
Deep Learning & Software Engineering: State of Research and Future Directions P. Devanbu Matthew B. Dwyer Sebastian G. Elbaum M. Lowry Kevin Moran Denys Poshyvanyk Baishakhi Ray Rishabh Singh Xiangyu Zhang 11 22 0 17 Sep 2020
A Systematic Literature Review on the Use of Deep Learning in Software Engineering Research Cody Watson Nathan Cooper David Nader-Palacio Kevin Moran Denys Poshyvanyk 26 111 0 14 Sep 2020
Translating Video Recordings of Mobile App Usages into Replayable Scenarios Carlos Bernal-Cárdenas Nathan Cooper Kevin Moran Oscar Chaparro Andrian Marcus Denys Poshyvanyk 25 64 0 18 May 2020
Sketch2code: Generating a website from a paper mockup Alex Robinson 3DV 30 36 0 09 May 2019
On Learning Meaningful Code Changes via Neural Machine Translation Michele Tufano Jevgenija Pantiuchina Cody Watson Gabriele Bavota Denys Poshyvanyk 19 203 0 25 Jan 2019