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The design process of user interfaces (UIs) often begins with articulating high-level design goals.
Apparition: Crowdsourced User Interfaces That Come to Life as You Sketch Them
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Rico: A Mobile App Dataset for Building Data-Driven Design Applications. In Proceedings of the 30th Annual ACM Symposium on User Interface Software and Technology (Québec City, QC, Canada) (UIST ’17) . Association for Computing Machinery, New York, NY, USA, 845–854
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A Neural Representation of Sketch Drawings. In International Conference on Learning Representations
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Learning Design Semantics for Mobile Apps. In Proceedings of the 31st Annual ACM Symposium on User Interface Software and Technology (Berlin, Germany) (UIST ’18) . Association for Computing Machinery, New York, NY, USA, 569–579
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BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding. In Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 1 (Long and Short Papers) . Association for Computational Linguistics, Minneapolis, Minnesota, 4171–4186
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Swire: Sketch-Based User Interface Retrieval
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LayoutGAN: Generating Graphic Layouts with Wireframe Discriminators. In International Conference on Learning Representations
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Language Models are Few-Shot Learners. In Advances in Neural Information Processing Systems , H. Larochelle, M. Ranzato, R. Hadsell, M. F. Balcan, and H. Lin (Eds.), Vol. 33. Curran Associates, Inc., 1877–1901
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Layout Generation and Completion with Self-attention
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Variational Transformer Networks for Layout Generation. In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition . 13642–13652
Diego Martin Arroyo, Janis Postels, and Federico Tombari. 2021 · 2021
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Material Design
Google. 2021 · 2021
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MetaMap: Supporting Visual Metaphor Ideation through Multi-Dimensional Example-Based Exploration
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Screen2Vec: Semantic Embedding of GUI Screens and GUI Components
Toby Jia-Jun Li, Lindsay Popowski, Tom Mitchell, and Brad A Myers. 2021 · 2021
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Crisscrossed Captions: Extended Intramodal and Intermodal Semantic Similarity Judgments for MS-COCO. In Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume . Association for Computational Linguistics, Online, 2855–2870
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Cited alongside, same era.
Scones: Towards Conversational Authoring of Sketches. In Proceedings of the 25th International Conference on Intelligent User Interfaces (Cagliari, Italy) (IUI ’20) . Association for Computing Machinery, New York, NY, USA, 313–323
Forrest Huang, Eldon Schoop, David Ha, and John Canny. 2020 · 2020
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Neural design network: Graphic layout generation with constraints. In Computer Vision–ECCV 2020: 16th European Conference, Glasgow, UK, August 23–28, 2020, Proceedings, Part III 16 . Springer, 491–506
Hsin-Ying Lee, Lu Jiang, Irfan Essa, Phuong B Le, Haifeng Gong, Ming-Hsuan Yang, and Weilong Yang. 2020 · 2020
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Mapping Natural Language Instructions to Mobile UI Action Sequences. In Annual Conference of the Association for Computational Linguistics (ACL 2020)
Yang Li, Jiacong He, Xin Zhou, Yuan Zhang, and Jason Baldridge. 2020 · 2020
Cited alongside, same era.
Read: Recursive autoencoders for document layout generation. In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops . 544–545
Akshay Gadi Patil, Omri Ben-Eliezer, Or Perel, and Hadar Averbuch-Elor. 2020 · 2020
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Crosspower: Bridging Graphics and Linguistics. In Proceedings of the 33rd Annual ACM Symposium on User Interface Software and Technology (Virtual Event, USA) (UIST ’20) . Association for Computing Machinery, New York, NY, USA, 722–734
Haijun Xia. 2020 · 2020
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Zero-Shot Text-to-Image Generation
Aditya Ramesh, Mikhail Pavlov, Gabriel Goh, Scott Gray, Chelsea Voss, Alec Radford, Mark Chen, and Ilya Sutskever. 2021 · 2021
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UISketch: A Large-Scale Dataset of UI Element Sketches
Vinoth Pandian Sermuga Pandian, Sarah Suleri, and Prof. Dr. Matthias Jarke. 2021 · 2021
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Screen2Words: Automatic Mobile UI Summarization with Multimodal Learning
Bryan Wang, Gang Li, Xin Zhou, Zhourong Chen, Tovi Grossman, and Yang Li. 2021 · 2021
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Cross-Modal Contrastive Learning for Text-to-Image Generation
Han Zhang, Jing Yu Koh, Jason Baldridge, Honglak Lee, and Yinfei Yang. 2021 · 2021
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