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UI-to-code technology has streamlined the front-end development process, reducing repetitive tasks for engineers.
‘‘Microsoft coco: Common objects in context.’’
Lin, Tsung-Yi, Maire, Michael, Belongie, Serge, Hays, James, Perona, Pietro, Ramanan, Deva, Dollár, Piotr and Zitnick, C Lawrence · 2014
Earlier work this paper cites.
‘‘Faster r-cnn: Towards real-time object detection with region proposal networks.’’
Ren, Shaoqing, He, Kaiming, Girshick, Ross and Sun, Jian · 2015
Earlier work this paper cites.
‘‘Deep residual learning for image recognition.’’
He, Kaiming, Zhang, Xiangyu, Ren, Shaoqing and Sun, Jian · 2016
Earlier work this paper cites.
‘‘Rico: A mobile app dataset for building data-driven design applications.’’
Deka, Biplab, Huang, Zifeng, Franzen, Chad, Hibschman, Joshua, Afergan, Daniel, Li, Yang, Nichols, Jeffrey and Kumar, Ranjitha · 2017
Earlier work this paper cites.
‘‘Neural message passing for quantum chemistry.’’
Gilmer, Justin, Schoenholz, Samuel S, Riley, Patrick F, Vinyals, Oriol and Dahl, George E · 2017
Earlier work this paper cites.
‘‘From ui design image to gui skeleton: a neural machine translator to bootstrap mobile gui implementation.’’
Chen, Chunyang, Su, Ting, Meng, Guozhu, Xing, Zhenchang and Liu, Yang · 2018
Earlier work this paper cites.
‘‘Automated cross-platform GUI code generation for mobile apps.’’
Chen, Sen, Fan, Lingling, Su, Ting, Ma, Lei, Liu, Yang and Xu, Lihua · 2019
Earlier work this paper cites.
‘‘Cascade rpn: Delving into high-quality region proposal network with adaptive convolution.’’
Vu, Thang, Jang, Hyunjun, Pham, Trung X and Yoo, Chang · 2019
Earlier work this paper cites.
‘‘MMDetection: Open mmlab detection toolbox and benchmark.’’
Chen, Kai, Wang, Jiaqi, Pang, Jiangmiao, Cao, Yuhang, Xiong, Yu, Li, Xiaoxiao, Sun, Shuyang, Feng, Wansen, Liu, Ziwei, Xu, Jiarui et al · 2019
Earlier work this paper cites.
‘‘Region proposal by guided anchoring.’’
Wang, Jiaqi, Chen, Kai, Yang, Shuo, Loy, Chen Change and Lin, Dahua · 2019
Earlier work this paper cites.
‘‘Centernet: Keypoint triplets for object detection.’’
Duan, Kaiwen, Bai, Song, Xie, Lingxi, Qi, Honggang, Huang, Qingming and Tian, Qi · 2019
Earlier work this paper cites.
‘‘Doodle2App: native app code by freehand UI sketching.’’
Mohian, Soumik and Csallner, Christoph · 2020
Earlier work this paper cites.
‘‘Object detection for graphical user interface: Old fashioned or deep learning or a combination?’’
Chen, Jieshan, Xie, Mulong, Xing, Zhenchang, Chen, Chunyang, Xu, Xiwei, Zhu, Liming and Li, Guoqiang · 2020
Earlier work this paper cites.
‘‘Deformable detr: Deformable transformers for end-to-end object detection.’’
Zhu, Xizhou, Su, Weijie, Lu, Lewei, Li, Bin, Wang, Xiaogang and Dai, Jifeng · 2020
Earlier work this paper cites.
‘‘Screen Recognition: Creating Accessibility Metadata for Mobile Applications from Pixels.’’
Zhang, Xiaoyi, de Greef, Lilian, Swearngin, Amanda, White, Samuel, Murray, Kyle, Yu, Lisa, Shan, Qi, Nichols, Jeffrey, Wu, Jason, Fleizach, Chris, Everitt, Aaron and Bigham, Jeffrey P · 2021
Cited alongside, same era.
‘‘Multimodal icon annotation for mobile applications.’’
Zang, Xiaoxue, Xu, Ying and Chen, Jindong · 2021
Cited alongside, same era.
‘‘Do transformers really perform badly for graph representation?’’
Ying, Chengxuan, Cai, Tianle, Luo, Shengjie, Zheng, Shuxin, Ke, Guolin, He, Di, Shen, Yanming and Liu, Tie-Yan · 2021
Cited alongside, same era.
‘‘You only look one-level feature.’’
Chen, Qiang, Wang, Yingming, Yang, Tong, Zhang, Xiangyu, Cheng, Jian and Sun, Jian · 2021
Cited alongside, same era.
‘‘Magic Layouts: Structural Prior for Component Detection in User Interface Designs.’’
Manandhar, Dipu, Jin, Hailin and Collomosse, John · 2021
Cited alongside, same era.
‘‘Designing with Language: Wireframing UI Design Intent with Generative Large Language Models.’’ (2023)
Feng, Sidong, Yuan, Mingyue, Chen, Jieshan, Xing, Zhenchang and Chen, Chunyang · 2023
Later among the works it cites.
‘‘Figma2Code: Automatic code generation method for Figma design drafts.’’
Zhu, Lin, Feng, Yingchaojie, Zhu, Hang, Wang, Sijia, Zhu, Minfeng, Yu, Chenhao, Zhang, Yuhui, Xu, Daxing, Zhao, Deming, Feng, Yujun and Chen, Wei · 2023
Later among the works it cites.
URL https://www.figma.com/
‘‘Figma platform.’’ (2023) · 2023
Later among the works it cites.
URL https://www.figma.com/community/plugin/842128343887142055/
‘‘Figma to Code.’’ (2023) · 2023
Later among the works it cites.
URL https://www.builder.io/
‘‘builder.io.’’ (2023) · 2023
Later among the works it cites.
URL https://yotako.io/
‘‘yotako.’’ (2023) · 2023
Later among the works it cites.
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‘‘Learning to denoise raw mobile UI layouts for improving datasets at scale.’’
Li, Gang, Baechler, Gilles, Tragut, Manuel and Li, Yang · 2022
Cited alongside, same era.
URL https://www.imgcook.com/
‘‘Intelligent Code Generation for Design Drafts.’’ (2022) · 2022
Cited alongside, same era.
URL https://code.fun/
‘‘Codefun platform.’’ (2022) · 2022
Cited alongside, same era.
URL https://www.sketch.com/
‘‘Sketch software.’’ (2022) · 2022
Cited alongside, same era.
‘‘UI Layers Merger: merging UI layers via visual learning and boundary prior.’’
Chen, Yunnong, Zhen, Yankun, Shi, Chuning, Li, Jiazhi, Chen, Liuqing, Li, Zejian, Sun, Lingyun, Zhou, Tingting and Chang, Yanfang · 2022
Cited alongside, same era.
‘‘ULDGNN: A Fragmented UI Layer Detector Based on Graph Neural Networks.’’
Li, Jiazhi, Zhou, Tingting, Chen, Yunnong, Chang, Yanfang, Zhen, Yankun, Sun, Lingyun and Chen, Liuqing · 2022
Cited alongside, same era.
‘‘UI Layers Group Detector: Grouping UI Layers via Text Fusion and Box Attention.’’
Xiao, Shuhong, Zhou, Tingting, Chen, Yunnong, Zhang, Dengming, Chen, Liuqing, Sun, Lingyun and Yue, Shiyu · 2022
Cited alongside, same era.
‘‘Automated Front-End Code Generation Using OpenAI: Empowering Web Development Efficiency.’’
Ikumapayi, Nathan Adelola · 2023
Later among the works it cites.
‘‘In-IDE Generation-based Information Support with a Large Language Model.’’
Nam, Daye, Macvean, Andrew, Hellendoorn, Vincent, Vasilescu, Bogdan and Myers, Brad · 2023
Later among the works it cites.
URL https://www.animaapp.com/
‘‘Anima: AI Design to Code.’’ (2023) · 2023
Later among the works it cites.
URL https://chat.openai.com/
‘‘OpenAI Chat.’’ (2023) · 2023
Later among the works it cites.
URL https://www.figma.com/developers/api/
‘‘Figma API.’’ (2023) · 2023
Later among the works it cites.
‘‘EGFE: End-to-end Grouping of Fragmented Elements in UI Designs with Multimodal Learning.’’
Chen, Liuqing, Chen, Yunnong, Xiao, Shuhong, Song, Yaxuan, Sun, Lingyun, Zhen, Yankun, Zhou, Tingting and Chang, Yanfang · 2024
Closest in time.
‘‘UI semantic component group detection: Grouping UI elements with similar semantics in mobile graphical user interface.’’
Xiao, Shuhong, Chen, Yunnong, Song, Yaxuan, Chen, Liuqing, Sun, Lingyun, Zhen, Yankun, Chang, Yanfang and Zhou, Tingting · 2024
Closest in time.
URL https://github.com/abi/screenshot-to-code/
‘‘Screenshot-to-Code.’’ (2024) · 2024
Closest in time.