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GUIGAN: Learning to Generate GUI Designs Using Generative Adversarial Networks

25 January 2021

Tianming Zhao

Chunyang Chen

Yuanning Liu

Xiaodong Zhu Jilin University

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Papers citing "GUIGAN: Learning to Generate GUI Designs Using Generative Adversarial Networks"

23 / 23 papers shown

Title
Attribute-conditioned Layout GAN for Automatic Graphic Design Jianan Li Jimei Yang Jianming Zhang Chang Liu Christina Wang Tingfa Xu AI4CE 59 105 0 11 Sep 2020
Object Detection for Graphical User Interface: Old Fashioned or Deep Learning or a Combination? Jieshan Chen Mulong Xie Zhenchang Xing Chunyang Chen Xiwei Xu Liming Zhu Guoqiang Li OOD 49 148 0 12 Aug 2020
Unblind Your Apps: Predicting Natural-Language Labels for Mobile GUI Components by Deep Learning Jieshan Chen Chunyang Chen Zhenchang Xing Xiwei Xu Liming Zhu Guoqiang Li Jinshui Wang 56 139 0 01 Mar 2020
Controllable and Progressive Image Extrapolation Yijun Li Lu Jiang Ming-Hsuan Yang 53 19 0 25 Dec 2019
Semantic Object Accuracy for Generative Text-to-Image Synthesis Tobias Hinz Stefan Heinrich S. Wermter EGVM 80 159 0 29 Oct 2019
Enabling Hyper-Personalisation: Automated Ad Creative Generation and Ranking for Fashion e-Commerce Sreekanth Vempati Korah T Malayil V. Sruthi R. Sandeep 39 23 0 27 Aug 2019
LayoutVAE: Stochastic Scene Layout Generation From a Label Set Akash Abdu Jyothi Thibaut Durand Jiawei He Leonid Sigal Greg Mori DRL 64 158 0 24 Jul 2019
PointFlow: 3D Point Cloud Generation with Continuous Normalizing Flows Guandao Yang Xun Huang Jinwei Gu Ming-Yuan Liu Serge J. Belongie Bharath Hariharan 3DPC 99 670 0 28 Jun 2019
Use of Neural Signals to Evaluate the Quality of Generative Adversarial Network Performance in Facial Image Generation Zhengwei Wang Graham Healy Alan F. Smeaton T. Ward EGVM 68 37 0 10 Nov 2018
An empirical study on evaluation metrics of generative adversarial networks Qiantong Xu Gao Huang Yang Yuan Chuan Guo Yu Sun Felix Wu Kilian Q. Weinberger EGVM 65 271 0 19 Jun 2018
Machine Learning-Based Prototyping of Graphical User Interfaces for Mobile Apps Kevin Moran Carlos Bernal-Cárdenas Michael Curcio R. Bonett Denys Poshyvanyk 75 206 0 07 Feb 2018
pix2code: Generating Code from a Graphical User Interface Screenshot Tony Beltramelli 57 274 0 22 May 2017
Multi-Task Learning Using Uncertainty to Weigh Losses for Scene Geometry and Semantics Alex Kendall Y. Gal R. Cipolla 3DH 272 3,123 0 19 May 2017
Improved Training of Wasserstein GANs Ishaan Gulrajani Faruk Ahmed Martín Arjovsky Vincent Dumoulin Aaron Courville GAN 224 9,558 0 31 Mar 2017
Wasserstein GAN Martín Arjovsky Soumith Chintala Léon Bottou GAN 172 4,827 0 26 Jan 2017
Revisiting Classifier Two-Sample Tests David Lopez-Paz Maxime Oquab 158 405 0 20 Oct 2016
SeqGAN: Sequence Generative Adversarial Nets with Policy Gradient Lantao Yu Weinan Zhang Jun Wang Yong Yu GAN 72 2,405 0 18 Sep 2016
Improved Techniques for Training GANs Tim Salimans Ian Goodfellow Wojciech Zaremba Vicki Cheung Alec Radford Xi Chen GAN 483 9,062 0 10 Jun 2016
Autoencoding beyond pixels using a learned similarity metric Anders Boesen Lindbo Larsen Søren Kaae Sønderby Hugo Larochelle Ole Winther GAN 173 2,072 0 31 Dec 2015
Rethinking the Inception Architecture for Computer Vision Christian Szegedy Vincent Vanhoucke Sergey Ioffe Jonathon Shlens Z. Wojna 3DV BDL 883 27,412 0 02 Dec 2015
Unsupervised Representation Learning with Deep Convolutional Generative Adversarial Networks Alec Radford Luke Metz Soumith Chintala GAN OOD 266 14,018 0 19 Nov 2015
Colors $-$ Messengers of Concepts: Visual Design Mining for Learning Color Semantics Ali Jahanian S.V.N. Vishwanathan J. Allebach VLM 47 39 0 25 May 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 1.9K 150,260 0 22 Dec 2014