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Urban research involves a wide range of scenarios and tasks that require the understanding of multi-modal data.
Participatory cultural mapping based on collective behavior data in location-based social networks
Dingqi Yang, Daqing Zhang, and Bingqing Qu · 2016
Earlier work this paper cites.
Touchdown: Natural language navigation and spatial reasoning in visual street environments
Howard Chen, Alane Suhr, Dipendra Misra, Noah Snavely, and Yoav Artzi · 2019
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Street view imagery in urban analytics and gis: A review
Filip Biljecki and Koichi Ito · 2021
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Introducing chatgpt
OpenAI · 2022
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Rt-2: Vision-language-action models transfer web knowledge to robotic control
Anthony Brohan, Noah Brown, Justice Carbajal, Yevgen Chebotar, Xi Chen, Krzysztof Choromanski, Tianli Ding, Danny Driess, Avinava Dubey, Chelsea Finn, et al · 2023
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Sharegpt4v: Improving large multi-modal models with better captions
Lin Chen, Jinsong Li, Xiaoyi Dong, Pan Zhang, Conghui He, Jiaqi Wang, Feng Zhao, and Dahua Lin · 2023
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Enhancing chat language models by scaling high-quality instructional conversations
Ning Ding, Yulin Chen, Bokai Xu, Yujia Qin, Zhi Zheng, Shengding Hu, Zhiyuan Liu, Maosong Sun, and Bowen Zhou · 2023
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How abilities in large language models are affected by supervised fine-tuning data composition
Guanting Dong, Hongyi Yuan, Keming Lu, Chengpeng Li, Mingfeng Xue, Dayiheng Liu, Wei Wang, Zheng Yuan, Chang Zhou, and Jingren Zhou · 2023
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Urban visual intelligence: Uncovering hidden city profiles with street view images
Zhuangyuan Fan, Fan Zhang, Becky PY Loo, and Carlo Ratti · 2023
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Imagebind: One embedding space to bind them all
Rohit Girdhar, Alaaeldin El-Nouby, Zhuang Liu, Mannat Singh, Kalyan Vasudev Alwala, Armand Joulin, and Ishan Misra · 2023
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Rsgpt: A remote sensing vision language model and benchmark
Yuan Hu, Jianlong Yuan, Congcong Wen, Xiaonan Lu, and Xiang Li · 2023
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Time-llm: Time series forecasting by reprogramming large language models
Ming Jin, Shiyu Wang, Lintao Ma, Zhixuan Chu, James Y Zhang, Xiaoming Shi, Pin-Yu Chen, Yuxuan Liang, Yuan-Fang Li, Shirui Pan, et al · 2023
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Dolphins: Multimodal language model for driving
Yingzi Ma, Yulong Cao, Jiachen Sun, Marco Pavone, and Chaowei Xiao · 2023
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Gpt-4v(ision) system card
OpenAI · 2023
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Urban generative intelligence (ugi): A foundational platform for agents in embodied city environment
Fengli Xu, Jun Zhang, Chen Gao, Jie Feng, and Yong Li · 2023
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A survey on multimodal large language models
Shukang Yin, Chaoyou Fu, Sirui Zhao, Ke Li, Xing Sun, Tong Xu, and Enhong Chen · 2023
Cited alongside, same era.
Spatialrgpt: Grounded spatial reasoning in vision language model
An-Chieh Cheng, Hongxu Yin, Yang Fu, Qiushan Guo, Ruihan Yang, Jan Kautz, Xiaolong Wang, and Sifei Liu · 2024
Cited alongside, same era.
Understanding world or predicting future? a comprehensive survey of world models
Jingtao Ding, Yunke Zhang, Yu Shang, Yuheng Zhang, Zefang Zong, Jie Feng, Yuan Yuan, Hongyuan Su, Nian Li, Nicholas Sukiennik, et al · 2024
Cited alongside, same era.
Vlmevalkit: An open-source toolkit for evaluating large multi-modality models, 2024
Haodong Duan, Junming Yang, Yuxuan Qiao, Xinyu Fang, Lin Chen, Yuan Liu, Xiaoyi Dong, Yuhang Zang, Pan Zhang, Jiaqi Wang, Dahua Lin, and Kai Chen · 2024
Cited alongside, same era.
Hello GPT-4
OpenAI · 2024
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Qwen2-vl: Enhancing vision-language model’s perception of the world at any resolution
Peng Wang, Shuai Bai, Sinan Tan, Shijie Wang, Zhihao Fan, Jinze Bai, Keqin Chen, Xuejing Liu, Jialin Wang, Wenbin Ge, et al · 2024
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Jiannan Wu, Muyan Zhong, Sen Xing, Zeqiang Lai, Zhaoyang Liu, Wenhai Wang, Zhe Chen, Xizhou Zhu, Lewei Lu, Tong Lu, et al · 2024
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V*: Guided visual search as a core mechanism in multimodal llms
Penghao Wu and Saining Xie · 2024
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RealworldQA Dataset
XAI Organization · 2024
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Letian Gong, Yan Lin, Xinyue Zhang, Yiwen Lu, Xuedi Han, Yichen Liu, Shengnan Guo, Youfang Lin, and Huaiyu Wan · 2024
Cited alongside, same era.
Regiongpt: Towards region understanding vision language model
Qiushan Guo, Shalini De Mello, Hongxu Yin, Wonmin Byeon, Ka Chun Cheung, Yizhou Yu, Ping Luo, and Sifei Liu · 2024
Cited alongside, same era.
Xixuan Hao, Wei Chen, Yibo Yan, Siru Zhong, Kun Wang, Qingsong Wen, and Yuxuan Liang · 2024
Cited alongside, same era.
Vision-language models for medical report generation and visual question answering: A review, 2024
Iryna Hartsock and Ghulam Rasool · 2024
Cited alongside, same era.
Geochat: Grounded large vision-language model for remote sensing
Kartik Kuckreja, Muhammad Sohail Danish, Muzammal Naseer, Abhijit Das, Salman Khan, and Fahad Shahbaz Khan · 2024
Cited alongside, same era.
Vila: On pre-training for visual language models
Ji Lin, Hongxu Yin, Wei Ping, Pavlo Molchanov, Mohammad Shoeybi, and Song Han · 2024
Cited alongside, same era.
Junwei Luo, Zhen Pang, Yongjun Zhang, Tingzhu Wang, Linlin Wang, Bo Dang, Jiangwei Lao, Jian Wang, Jingdong Chen, Yihua Tan, et al · 2024
Cited alongside, same era.
On the opportunities and challenges of foundation models for geoai (vision paper)
Gengchen Mai, Weiming Huang, Jin Sun, Suhang Song, Deepak Mishra, Ninghao Liu, Song Gao, Tianming Liu, Gao Cong, Yingjie Hu, et al · 2024
Cited alongside, same era.
Zhaomin Xiao, Eduardo Blanco, and Yan Huang · 2024
Later among the works it cites.
Mm-vet: Evaluating large multimodal models for integrated capabilities
Weihao Yu, Zhengyuan Yang, Linjie Li, Jianfeng Wang, Kevin Lin, Zicheng Liu, Xinchao Wang, and Lijuan Wang · 2024
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Yang Zhan, Zhitong Xiong, and Yuan Yuan · 2024
Later among the works it cites.
Agentmove: A large language model based agentic framework for zero-shot next location prediction
Jie Feng, Yuwei Du, Jie Zhao, and Yong Li · 2025
Closest in time.
Citylens: Benchmarking large language-vision models for urban socioeconomic sensing
Tianhui Liu, Jie Feng, Hetian Pang, Xin Zhang, Tianjian Ouyang, Zhiyuan Zhang, and Yong Li · 2025
Closest in time.
Towards large reasoning models: A survey of reinforced reasoning with large language models
Fengli Xu, Qianyue Hao, Zefang Zong, Jingwei Wang, Yunke Zhang, Jingyi Wang, Xiaochong Lan, Jiahui Gong, Tianjian Ouyang, Fanjin Meng, et al · 2025
Closest in time.
Perceiving urban inequality from imagery using visual language models with chain-of-thought reasoning
Yunke Zhang, Ruolong Ma, Xin Zhang, and Yong Li · 2025
Closest in time.
Urbench: A comprehensive benchmark for evaluating large multimodal models in multi-view urban scenarios
Baichuan Zhou, Haote Yang, Dairong Chen, Junyan Ye, Tianyi Bai, Jinhua Yu, Songyang Zhang, Dahua Lin, Conghui He, and Weijia Li · 2025
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Deep learning for cross-domain data fusion in urban computing: Taxonomy, advances, and outlook
Xingchen Zou, Yibo Yan, Xixuan Hao, Yuehong Hu, Haomin Wen, Erdong Liu, Junbo Zhang, Yong Li, Tianrui Li, Yu Zheng, et al · 2025
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