Spotlight: Mobile UI Understanding using Vision-Language Models with a Focus

29 September 2022

Papers citing "Spotlight: Mobile UI Understanding using Vision-Language Models with a Focus"

13 / 13 papers shown

Title
A Survey of WebAgents: Towards Next-Generation AI Agents for Web Automation with Large Foundation Models Liangbo Ning Ziran Liang Zhuohang Jiang Haohao Qu Yujuan Ding ... Xiao Wei Shanru Lin Hui Liu Philip S. Yu Qing Li LLMAG LM&Ro 91 5 0 30 Mar 2025
GUI Agents with Foundation Models: A Comprehensive Survey Shuai Wang W. Liu Jingxuan Chen Weinan Gan Xingshan Zeng ... Bin Wang Chuhan Wu Yasheng Wang Ruiming Tang Jianye Hao LLMAG 68 12 0 07 Nov 2024
Ferret-UI 2: Mastering Universal User Interface Understanding Across Platforms Zhangheng Li Keen You H. Zhang Di Feng Harsh Agrawal Xiujun Li Mohana Prasad Sathya Moorthy Jeff Nichols Y. Yang Zhe Gan MLLM 51 18 0 24 Oct 2024
Navigating the Digital World as Humans Do: Universal Visual Grounding for GUI Agents Boyu Gou Ruohan Wang Boyuan Zheng Yanan Xie Cheng Chang Yiheng Shu Huan Sun Yu Su LM&Ro LLMAG 76 48 0 07 Oct 2024
Ferret-UI: Grounded Mobile UI Understanding with Multimodal LLMs Keen You Haotian Zhang E. Schoop Floris Weers Amanda Swearngin Jeffrey Nichols Yinfei Yang Zhe Gan MLLM 39 82 0 08 Apr 2024
Tur[k]ingBench: A Challenge Benchmark for Web Agents Kevin Xu Yeganeh Kordi Kate Sanders Yizhong Wang Adam Byerly Kate Sanders Adam Byerly Jingyu Zhang Benjamin Van Durme Daniel Khashabi LLMAG 67 6 0 18 Mar 2024
Enhancing Vision-Language Pre-training with Rich Supervisions Yuan Gao Kunyu Shi Pengkai Zhu Edouard Belval Oren Nuriel Srikar Appalaraju Shabnam Ghadar Vijay Mahadevan Zhuowen Tu Stefano Soatto VLM CLIP 62 12 0 05 Mar 2024
AI Assistance for UX: A Literature Review Through Human-Centered AI Yuwen Lu Yuewen Yang Qinyi Zhao Chengzhi Zhang Toby Jia-Jun Li 9 15 0 08 Feb 2024
Interactively Optimizing Layout Transfer for Vector Graphics Jeremy Warner Shuyao Zhou Björn Hartmann 25 1 0 20 Sep 2023
PaLI-X: On Scaling up a Multilingual Vision and Language Model Xi Chen Josip Djolonga Piotr Padlewski Basil Mustafa Soravit Changpinyo ... Mojtaba Seyedhosseini A. Angelova Xiaohua Zhai N. Houlsby Radu Soricut VLM 44 186 0 29 May 2023
Screen Parsing: Towards Reverse Engineering of UI Models from Screenshots Jason Wu Xiaoyi Zhang Jeffrey Nichols Jeffrey P. Bigham 3DV 160 71 0 17 Sep 2021
Screen2Words: Automatic Mobile UI Summarization with Multimodal Learning Bryan Wang Gang Li Xin Zhou Zhourong Chen Tovi Grossman Yang Li 162 152 0 07 Aug 2021
Screen Recognition: Creating Accessibility Metadata for Mobile Applications from Pixels Xiaoyi Zhang Lilian de Greef Amanda Swearngin Samuel White Kyle I. Murray ... Jeffrey Nichols Jason Wu Chris Fleizach Aaron Everitt Jeffrey P. Bigham 156 166 0 13 Jan 2021