Fetching the paper…
Reading the bibliography…
Worldwide image geolocalization-the task of predicting GPS coordinates from images taken anywhere on Earth-poses a fundamental challenge due to the vast diversity in visual content across regions.
Individual choice behavior
R Duncan Luce et al · 1959
Earlier work this paper cites.
The analysis of permutations
Robin L Plackett · 1975
Earlier work this paper cites.
Tobler’s first law and spatial analysis
Harvey J Miller · 2004
Earlier work this paper cites.
Learning to rank: from pairwise approach to listwise approach
Zhe Cao, Tao Qin, Tie-Yan Liu, Ming-Feng Tsai, and Hang Li · 2007
Earlier work this paper cites.
Adarank: a boosting algorithm for information retrieval
Jun Xu and Hang Li · 2007
Earlier work this paper cites.
Im2gps: estimating geographic information from a single image
James Hays and Alexei A Efros · 2008
Earlier work this paper cites.
Listwise approach to learning to rank: theory and algorithm
Fen Xia, Tie-Yan Liu, Jue Wang, Wensheng Zhang, and Hang Li · 2008
Earlier work this paper cites.
Learning to rank for information retrieval
Tie-Yan Liu et al · 2009
Earlier work this paper cites.
From ranknet to lambdarank to lambdamart: An overview
Christopher JC Burges · 2010
Earlier work this paper cites.
Learning to rank for recommender systems
Alexandros Karatzoglou, Linas Baltrunas, and Yue Shi · 2013
Earlier work this paper cites.
Ctr prediction for contextual advertising: Learning-to-rank approach
Yukihiro Tagami, Shingo Ono, Koji Yamamoto, Koji Tsukamoto, and Akira Tajima · 2013
Earlier work this paper cites.
Wide-area image geolocalization with aerial reference imagery
Scott Workman, Richard Souvenir, and Nathan Jacobs · 2015
Earlier work this paper cites.
Yfcc100m: The new data in multimedia research
Bart Thomee, David A Shamma, Gerald Friedland, Benjamin Elizalde, Karl Ni, Douglas Poland, Damian Borth, and Li-Jia Li · 2016
Earlier work this paper cites.
Planet-photo geolocation with convolutional neural networks
Tobias Weyand, Ilya Kostrikov, and James Philbin · 2016
Earlier work this paper cites.
Revisiting im2gps in the deep learning era
Nam Vo, Nathan Jacobs, and James Hays · 2017
Earlier work this paper cites.
Large-scale image retrieval with attentive deep local features
Hyeonwoo Noh, Andre Araujo, Jack Sim, Tobias Weyand, and Bohyung Han · 2017
Earlier work this paper cites.
Cross-view image matching for geo-localization in urban environments
Yicong Tian, Chen Chen, and Mubarak Shah · 2017
Earlier work this paper cites.
Decoupled weight decay regularization
Ilya Loshchilov and Frank Hutter · 2017
Earlier work this paper cites.
Cplanet: Enhancing image geolocalization by combinatorial partitioning of maps
Paul Hongsuck Seo, Tobias Weyand, Jack Sim, and Bohyung Han · 2018
Earlier work this paper cites.
The title says it all: a title term weighting strategy for ecommerce ranking
Anthony Bell, Prathyusha Senthil Kumar, and Daniel Miranda · 2018
Earlier work this paper cites.
Representation learning with contrastive predictive coding
Aaron van den Oord, Yazhe Li, and Oriol Vinyals · 2018
Earlier work this paper cites.
Geolocation estimation of photos using a hierarchical model and scene classification
Eric Muller-Budack, Kader Pustu-Iren, and Ralph Ewerth · 2018
Cited alongside, same era.
Lending orientation to neural networks for cross-view geo-localization
Liu Liu and Hongdong Li · 2019
Cited alongside, same era.
Unifying deep local and global features for image search
Bingyi Cao, Andre Araujo, and Jack Sim · 2020
Cited alongside, same era.
Geoai: spatially explicit artificial intelligence techniques for geographic knowledge discovery and beyond, 2020
Krzysztof Janowicz, Song Gao, Grant McKenzie, Yingjie Hu, and Budhendra Bhaduri · 2020
Cited alongside, same era.
Deep learning for spatio-temporal data mining: A survey
Senzhang Wang, Jiannong Cao, and S Yu Philip · 2020
Cited alongside, same era.
Where am i looking at? joint location and orientation estimation by cross-view matching
Geoclip: Clip-inspired alignment between locations and images for effective worldwide geo-localization
Vicente Vivanco Cepeda, Gaurav Kumar Nayak, and Mubarak Shah · 2023
Later among the works it cites.
Where we are and what we’re looking at: Query based worldwide image geo-localization using hierarchies and scenes
Brandon Clark, Alec Kerrigan, Parth Parag Kulkarni, Vicente Vivanco Cepeda, and Mubarak Shah · 2023
Later among the works it cites.
Cross-view geo-localization via learning disentangled geometric layout correspondence
Xiaohan Zhang, Xingyu Li, Waqas Sultani, Yi Zhou, and Safwan Wshah · 2023
Later among the works it cites.
R2former: Unified retrieval and reranking transformer for place recognition
Sijie Zhu, Linjie Yang, Chen Chen, Mubarak Shah, Xiaohui Shen, and Heng Wang · 2023
Later among the works it cites.
Pigeon: Predicting image geolocations
Lukas Haas, Michal Skreta, Silas Alberti, and Chelsea Finn · 2024
Later among the works it cites.
alphaXiv searches the wider corpus for related work and actual follow-ups.
alphaXiv is searching for related work…
Yujiao Shi, Xin Yu, Dylan Campbell, and Hongdong Li · 2020
Cited alongside, same era.
Arsm gradient estimator for supervised learning to rank
Siamak Zamani Dadaneh, Shahin Boluki, Mingyuan Zhou, and Xiaoning Qian · 2020
Cited alongside, same era.
Fair pairwise learning to rank
Mattia Cerrato, Marius Köppel, Alexander Segner, Roberto Esposito, and Stefan Kramer · 2020
Cited alongside, same era.
Visual and object geo-localization: A comprehensive survey
Daniel Wilson, Xiaohan Zhang, Waqas Sultani, and Safwan Wshah · 2021
Cited alongside, same era.
Instance-level image retrieval using reranking transformers
Fuwen Tan, Jiangbo Yuan, and Vicente Ordonez · 2021
Cited alongside, same era.
Vigor: Cross-view image geo-localization beyond one-to-one retrieval
Sijie Zhu, Taojiannan Yang, and Chen Chen · 2021
Cited alongside, same era.
Cross-view geo-localization with layer-to-layer transformer
Hongji Yang, Xiufan Lu, and Yingying Zhu · 2021
Cited alongside, same era.
Img2loc: Revisiting image geolocalization using multi-modality foundation models and image-based retrieval-augmented generation
Zhongliang Zhou, Jielu Zhang, Zihan Guan, Mengxuan Hu, Ni Lao, Lan Mu, Sheng Li, and Gengchen Mai · 2024
Later among the works it cites.
Image-based geolocation using large vision-language models
Yi Liu, Junchen Ding, Gelei Deng, Yuekang Li, Tianwei Zhang, Weisong Sun, Yaowen Zheng, Jingquan Ge, and Yang Liu · 2024
Later among the works it cites.
Llmgeo: Benchmarking large language models on image geolocation in-the-wild
Zhiqiang Wang, Dejia Xu, Rana Muhammad Shahroz Khan, Yanbin Lin, Zhiwen Fan, and Xingquan Zhu · 2024
Later among the works it cites.
G3: an effective and adaptive framework for worldwide geolocalization using large multi-modality models
Pengyue Jia, Yiding Liu, Xiaopeng Li, Xiangyu Zhao, Yuhao Wang, Yantong Du, Xiao Han, Xuetao Wei, Shuaiqiang Wang, and Dawei Yin · 2024
Later among the works it cites.
Gomaa-geo: Goal modality agnostic active geo-localization
Anindya Sarkar, Srikumar Sastry, Aleksis Pirinen, Chongjie Zhang, Nathan Jacobs, and Yevgeniy Vorobeychik · 2024
Later among the works it cites.
Openstreetview-5m: The many roads to global visual geolocation
Guillaume Astruc, Nicolas Dufour, Ioannis Siglidis, Constantin Aronssohn, Nacim Bouia, Stephanie Fu, Romain Loiseau, Van Nguyen Nguyen, Charles Raude, Elliot Vincent, et al · 2024
Later among the works it cites.
Gaga: Towards interactive global geolocation assistant
Zhiyang Dou, Zipeng Wang, Xumeng Han, Guorong Li, Zhipei Huang, and Zhenjun Han · 2024
Later among the works it cites.
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
Later among the works it cites.
Georeasoner: Geo-localization with reasoning in street views using a large vision-language model
Ling Li, Yu Ye, Bingchuan Jiang, and Wei Zeng · 2024
Later among the works it cites.
A survey on e-commerce learning to rank
Md Ahsanul Kabir, Mohammad Al Hasan, Aritra Mandal, Daniel Tunkelang, and Zhe Wu · 2024
Later among the works it cites.
Llava-onevision: Easy visual task transfer
Bo Li, Yuanhan Zhang, Dong Guo, Renrui Zhang, Feng Li, Hao Zhang, Kaichen Zhang, Peiyuan Zhang, Yanwei Li, Ziwei Liu, et al · 2024
Later among the works it cites.
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
Later among the works it cites.
Evaluating precise geolocation inference capabilities of vision language models
Neel Jay, Hieu Minh Nguyen, Trung Dung Hoang, and Jacob Haimes · 2025
Closest in time.
Around the world in 80 timesteps: A generative approach to global visual geolocation
Nicolas Dufour, Vicky Kalogeiton, David Picard, and Loic Landrieu · 2025
Closest in time.
Foundation models for spatio-temporal data science: A tutorial and survey
Yuxuan Liang, Haomin Wen, Yutong Xia, Ming Jin, Bin Yang, Flora Salim, Qingsong Wen, Shirui Pan, and Gao Cong · 2025
Closest in time.