v1v2v3 (latest)

SatCLIP: Global, General-Purpose Location Embeddings with Satellite Imagery

AAAI Conference on Artificial Intelligence (AAAI), 2023

28 November 2023

ArXiv (abs)PDF HTML HuggingFace (1 upvotes)

Papers citing "SatCLIP: Global, General-Purpose Location Embeddings with Satellite Imagery"

50 / 74 papers shown

Title
WalkCLIP: Multimodal Learning for Urban Walkability Prediction Shilong Xiang JangHyeon Lee Min Namgung Yao-Yi Chiang HAI 8 0 0 26 Nov 2025
Towards Efficient LLM-aware Heterogeneous Graph Learning Wenda Li Tongya Zheng Shunyu Liu Y. Wang Kaixuan Chen Hanyang Yuan Bingde Hu Zujie Ren Mingli Song Gang Chen 92 0 0 22 Nov 2025
SpaceVLM: Sub-Space Modeling of Negation in Vision-Language Models Sepehr Kazemi Ranjbar Kumail Alhamoud Marzyeh Ghassemi VLM 104 0 0 15 Nov 2025
PlantTraitNet: An Uncertainty-Aware Multimodal Framework for Global-Scale Plant Trait Inference from Citizen Science Data Ayushi Sharma Johanna Trost Daniel Lusk Johannes Dollinger Julian Schrader ... Shyam S. Phartyal Lisa-Maricia Schwarz Anja Linstädter Maria Conceição Caldeira T. Kattenborn 96 0 0 10 Nov 2025
ProM3E: Probabilistic Masked MultiModal Embedding Model for Ecology Srikumar Sastry Subash Khanal Aayush Dhakal Jiayu Lin Dan Cher Phoenix Jarosz Nathan Jacobs 128 0 0 04 Nov 2025
Measuring the Intrinsic Dimension of Earth Representations Arjun Rao M. Rußwurm Konstantin Klemmer Esther Rolf 229 1 0 03 Nov 2025
OSMGen: Highly Controllable Satellite Image Synthesis using OpenStreetMap Data Amir Ziashahabi Narges Ghasemi Sajjad Shahabi John Krumm Salman Avestimehr Cyrus Shahabi 170 0 0 01 Nov 2025
Dimensionality Reduction for Remote Sensing Data Analysis: A Systematic Review of Methods and Applications Nathan Mankovich Kai-Hendrik Cohrs Homer Durand Vasileios Sitokonstantinou T. Williams Gustau Camps-Valls 104 0 0 21 Oct 2025
Resolution-Aware Retrieval Augmented Zero-Shot Forecasting I. Deznabi Peeyush Kumar M. Fiterau 164 0 0 19 Oct 2025
Beyond AlphaEarth: Toward Human-Centered Spatial Representation via POI-Guided Contrastive Learning Junyuan Liu Quan Qin Guangsheng Dong Xinglei Wang Jiazhuang Feng Zichao Zeng Tao Cheng 45 0 0 10 Oct 2025
DescribeEarth: Describe Anything for Remote Sensing Images Kaiyu Li Zixuan Jiang Xiangyong Cao Jiayu Wang Yuchen Xiao Deyu Meng Zhi Wang 111 1 0 30 Sep 2025
Environment-Aware Satellite Image Generation with Diffusion Models Nikos Kostagiolas Pantelis Georgiades Yannis Panagakis M. Nicolaou 92 0 0 29 Sep 2025
Towards Interpretable Geo-localization: a Concept-Aware Global Image-GPS Alignment Framework Furong Jia L. J. Liu Ce Hou Fan Zhang Xinyan Liu Yu Liu 124 0 0 02 Sep 2025
Trees as Gaussians: Large-Scale Individual Tree Mapping Dimitri Gominski Martin Brandt X. Tong Siyu Liu Maurice Mugabowindekwe Sizhuo Li Florian Reiner Andrew Davies R. Fensholt 76 0 0 29 Aug 2025
Scalable Geospatial Data Generation Using AlphaEarth Foundations Model Luc Houriez Sebastian Pilarski Behzad Vahedi Ali Ahmadalipour Teo Honda Scully ... Rich Mazzola Josh Jeffery Ben Messinger Sage McGinley-Smith Sarah Russell 76 2 0 15 Aug 2025
GT-Loc: Unifying When and Where in Images Through a Joint Embedding Space David G. Shatwell Ishan R. Dave S. Swetha Mubarak Shah AI4TS 401 1 0 14 Jul 2025
CLOSP: A Unified Semantic Space for SAR, MSI, and Text in Remote Sensing Daniele Rege Cambrin Lorenzo Vaiani Giuseppe Gallipoli Luca Cagliero Paolo Garza 190 0 0 14 Jul 2025
TESSERA: Precomputed FAIR Global Pixel Embeddings for Earth Representation and Analysis Zhengpeng Feng Clement Atzberger S. Jaffer Jovana Knezevic Silja Sormunen ... James Ball Andrew Blake Anil Madhavapeddy Srinivasan Keshav Srinivasan Keshav 601 9 0 25 Jun 2025
PlaceFM: A Training-free Geospatial Foundation Model of Places using Large-Scale Point of Interest Data Mohammad Hashemi Hossein Amiri Andreas Zufle 147 0 0 25 Jun 2025
From Points to Places: Towards Human Mobility-Driven Spatiotemporal Foundation Models via Understanding Places Mohammad Hashemi Andreas Zufle 117 3 0 17 Jun 2025
Into the Unknown: Applying Inductive Spatial-Semantic Location Embeddings for Predicting Individuals' Mobility Beyond Visited Places Xinglei Wang Tao Cheng Stephen Law Zichao Zeng Ilya Ilyankou Junyuan Liu Lu Yin Weiming Huang Ilya Ilyankou HAI 149 0 0 17 Jun 2025
CLIP the Landscape: Automated Tagging of Crowdsourced Landscape Images Ilya Ilyankou Ilya Ilyankou Tao Cheng James Haworth 147 1 0 13 Jun 2025
Enriching Location Representation with Detailed Semantic InformationInternational Conference Geographic Information Science (GIScience), 2025 Junyuan Liu Xinglei Wang Tao Cheng 128 2 0 03 Jun 2025
Pan-Arctic Permafrost Landform and Human-built Infrastructure Feature Detection with Vision Transformers and Location Embeddings Amal S. Perera David Fernandez C. Witharana Elias Manos Michael Pimenta ... Yili Yang Todd Nicholson Chia-Yu Hsu Wenwen Li Guido Grosse ViT 206 0 0 03 Jun 2025
MobCLIP: Learning General-purpose Geospatial Representation at Scale Ya Wen Jixuan Cai Qiyao Ma Linyan Li Xinhua Chen Chris Webster Yulun Zhou 247 0 0 02 Jun 2025
Performance and Generalizability Impacts of Incorporating Location Encoders into Deep Learning for Dynamic PM2.5 Estimation Morteza Karimzadeh Zhongying Wang James L. Crooks 128 0 0 24 May 2025
REOBench: Benchmarking Robustness of Earth Observation Foundation Models Xiang Li Yong Tao Siyuan Zhang Siwei Liu Zhitong Xiong Chunbo Luo L. J. Liu Mykola Pechenizkiy Xiao Xiang Zhu T. Huang 288 3 0 22 May 2025
Vision-Language Modeling Meets Remote Sensing: Models, Datasets and PerspectivesIEEE Geoscience and Remote Sensing Magazine (GRSM), 2025 Xingxing Weng Chao Pang Gui-Song Xia VLM 300 9 0 20 May 2025
Sat2Sound: A Unified Framework for Zero-Shot Soundscape Mapping Subash Khanal Srikumar Sastry Aayush Dhakal Adeel Ahmad Nathan Jacobs 218 0 0 19 May 2025
Predicting butterfly species presence from satellite imagery using soft contrastive regularisation Thijs L van der Plas Stephen Law Michael JO Pocock 163 0 0 14 May 2025
TiMo: Spatiotemporal Foundation Model for Satellite Image Time Series Xiaolei Qin Haiyan Zhao Jing Zhang Fengxiang Wang Xin Su Bo Du Liangpei Zhang AI4TS 320 0 0 13 May 2025
Towards Efficient Benchmarking of Foundation Models in Remote Sensing: A Capabilities Encoding Approach Pierre Adorni M. Pham Stéphane May Sébastien Lefèvre 180 4 0 06 May 2025
SSL4Eco: A Global Seasonal Dataset for Geospatial Foundation Models in Ecology Elena Plekhanova Damien Robert Johannes Dollinger Emilia Arens Philipp Brun Jan Dirk Wegner Niklaus Zimmermann 327 1 0 25 Apr 2025
Geographical Context Matters: Bridging Fine and Coarse Spatial Information to Enhance Continental Land Cover MappingScience of Remote Sensing (Sci. Remote Sens.), 2025 Babak Ghassemi C. Dantas R. Gaetano Dino Ienco Omid Ghorbanzadeh Emma Izquierdo-Verdiguier Francesco Vuolo 140 0 0 16 Apr 2025
MedGNN: Capturing the Links Between Urban Characteristics and Medical Prescriptions Minwei Zhao S. Šćepanović Stephen Law Ivica Obadic Cai Wu Daniele Quercia 271 1 0 07 Apr 2025
Climplicit: Climatic Implicit Embeddings for Global Ecological Tasks Johannes Dollinger Damien Robert Elena Plekhanova Lukas Drees Jan Dirk Wegner AI4CE 304 3 0 07 Apr 2025
A Survey on Remote Sensing Foundation Models: From Vision to Multimodality Ziyue Huang Hongxi Yan Qiqi Zhan Shuai Yang Mingming Zhang Yiming Lei Chenkai Zhang Zeming Liu Qingjie Liu Longji Xu 332 9 0 28 Mar 2025
DGTRSD & DGTRS-CLIP: A Dual-Granularity Remote Sensing Image-Text Dataset and Vision Language Foundation Model for AlignmentIEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing (IEEE J-STARS), 2025 Weizhi Chen Yupeng Deng Jin Wei Jingbo Chen Jiansheng Chen Yuman Feng Zhihao Xi Diyou Liu Kai Li Yu Meng VLM 269 2 0 25 Mar 2025
LocDiff: Identifying Locations on Earth by Diffusing in the Hilbert Space Zhangyu Wang Jielu Zhang Jielu Zhang Zhongliang Zhou Nemin Wu ... Lan Mu Yang Song Yiqun Xie Ni Lao Gengchen Mai DiffM 421 1 0 23 Mar 2025
GAIR: Improving Multimodal Geo-Foundation Model with Geo-Aligned Implicit Representations Ziqiang Liu Fan Zhang Junfeng Jiao Ni Lao Gengchen Mai 313 8 0 20 Mar 2025
MaskSDM with Shapley values to improve flexibility, robustness, and explainability in species distribution modeling Robin Zbinden Nina Van Tiel Gencer Sumbul Chiara Vanalli B. Kellenberger D. Tuia 178 3 0 17 Mar 2025
Towards a Unified Copernicus Foundation Model for Earth Vision Yi Wang Zhitong Xiong Chenying Liu Adam J. Stewart Thomas Dujardin ... Angelos Zavras Franziska Gerken Ioannis Papoutsis Laura Leal-Taixé Xiao Xiang Zhu 502 15 0 14 Mar 2025
Robustness to Geographic Distribution Shift Using Location Encoders Ruth Crasto OOD 256 0 0 03 Mar 2025
RANGE: Retrieval Augmented Neural Fields for Multi-Resolution Geo-EmbeddingsComputer Vision and Pattern Recognition (CVPR), 2025 Aayush Dhakal Srikumar Sastry Subash Khanal Adeel Ahmad Eric Xing Nathan Jacobs 387 5 0 27 Feb 2025
TerraTrace: Temporal Signature Land Use Mapping SystemWorkshop on Mobile Computing Systems and Applications (HotMobile), 2025 Angela Busheska Vikram Iyer B. Silva Peder Olsen Ranveer Chandra Vaishnavi Ranganathan 339 0 0 25 Feb 2025
Feedforward Few-shot Species Range Estimation Christian Lange Max Hamilton Elijah Cole Alexander Shepard Samuel Heinrich Angela Zhu Subhransu Maji Grant Van Horn Oisin Mac Aodha 286 0 0 20 Feb 2025
GAIA: A Global, Multi-modal, Multi-scale Vision-Language Dataset for Remote Sensing Image Analysis Angelos Zavras Dimitrios Michail Xiao Xiang Zhu Tim Siebert Ioannis Papoutsis VLM 410 4 0 13 Feb 2025
How Does the Spatial Distribution of Pre-training Data Affect Geospatial Foundation Models? Mirali Purohit Gedeon Muhawenayo Esther Rolf Hannah Kerner AI4CE 209 3 0 21 Jan 2025
Enhancing GeoAI and location encoding with spatial point pattern statistics: A Case Study of Terrain Feature Classification Sizhe Wang Wenwen Li 235 0 0 21 Nov 2024
General Geospatial Inference with a Population Dynamics Foundation Model Mohit Agarwal Mimi Sun C. Kamath Arbaaz Muslim Prithul Sarker ... Greg C. Corrado Krish Eswaran Shruthi Prabhakara Shravya Shetty Gautam Prasad AI4CE 514 17 0 11 Nov 2024