Multi-Agent Geospatial Copilots for Remote Sensing Workflows

28 January 2025

Papers citing "Multi-Agent Geospatial Copilots for Remote Sensing Workflows"

38 / 38 papers shown

Title
A Survey on Collaborative Mechanisms Between Large and Small Language Models Yi Chen JiaHao Zhao HaoHao Han 110 1 0 12 May 2025
Geo-OLM: Enabling Sustainable Earth Observation Studies with Cost-Efficient Open Language Models & State-Driven Workflows Dimitrios Stamoulis Diana Marculescu 76 0 0 06 Apr 2025
Accelerating Earth Science Discovery via Multi-Agent LLM Systems Dmitrii Pantiukhin Boris Shapkin Ivan Kuznetsov Antonia Anna Jost Nikolay Koldunov AI4CE LLMAG 154 1 0 07 Mar 2025
Multimodal large language model for wheat breeding: a new exploration of smart breeding Guofeng Yang Yu Li Yong He Zhenjiang Zhou Lingzhen Ye Hui Fang Yiqi Luo Xuping Feng 101 2 0 20 Nov 2024
Magentic-One: A Generalist Multi-Agent System for Solving Complex Tasks Adam Fourney Gagan Bansal Hussein Mozannar Cheng Tan Eduardo Salinas ... Victor C. Dibia Ahmed Hassan Awadallah Ece Kamar Rafah Hosn Saleema Amershi AI4CE LRM LLMAG 138 51 0 07 Nov 2024
OReole-FM: successes and challenges toward billion-parameter foundation models for high-resolution satellite imagery P. Dias A. Tsaris Jordan Bowman Abhishek Potnis Jacob Arndt H. Yang D. Lunga 51 5 0 25 Oct 2024
GPT-4o System Card OpenAI OpenAI : Aaron Hurst Adam Lerer Adam P. Goucher ... Yuchen He Yuchen Zhang Yujia Jin Yunxing Dai Yury Malkov MLLM 263 1,041 0 25 Oct 2024
An LLM Agent for Automatic Geospatial Data Analysis Yuxing Chen Weijie Wang Sylvain Lobry Camille Kurtz LLMAG 72 3 0 24 Oct 2024
Cookbook: A framework for improving LLM generative abilities via programmatic data generating templates A. Narayan Mayee F. Chen Kush S. Bhatia Christopher Ré SyDa 64 3 0 07 Oct 2024
Agent Workflow Memory Zora Z. Wang Jiayuan Mao Daniel Fried Graham Neubig LLMAG 124 35 0 11 Sep 2024
Harnessing LLMs for Cross-City OD Flow Prediction Chenyang Yu Xinpeng Xie Yan Huang Chenxi Qiu 85 8 0 05 Sep 2024
Urban Mobility Assessment Using LLMs Prabin Bhandari Antonios Anastasopoulos Dieter Pfoser 60 8 0 22 Aug 2024
MetaFruit Meets Foundation Models: Leveraging a Comprehensive Multi-Fruit Dataset for Advancing Agricultural Foundation Models Jiajia Li Kyle Lammers Xunyuan Yin Xiang Yin Long He Renfu Lu Zhaojian Li 98 3 0 14 May 2024
On the Foundations of Earth and Climate Foundation Models Xiao Xiang Zhu Zhitong Xiong Yi Wang Adam J. Stewart Konrad Heidler Yuanyuan Wang Zhenghang Yuan Thomas Dujardin Qingsong Xu Yilei Shi AI4Cl AI4CE 132 25 0 07 May 2024
GeckOpt: LLM System Efficiency via Intent-Based Tool Selection Michael Fore Simranjit Singh Dimitrios Stamoulis 79 10 0 24 Apr 2024
Evaluating Tool-Augmented Agents in Remote Sensing Platforms Simranjit Singh Michael Fore Dimitrios Stamoulis LLMAG 144 8 0 23 Apr 2024
GeoLLM-Engine: A Realistic Environment for Building Geospatial Copilots Simranjit Singh Michael Fore Dimitrios Stamoulis LLMAG 77 12 0 23 Apr 2024
Large Language Models for Captioning and Retrieving Remote Sensing Images João Daniel Silva João Magalhães D. Tuia Bruno Martins 89 29 0 09 Feb 2024
EarthGPT: A Universal Multi-modal Large Language Model for Multi-sensor Image Comprehension in Remote Sensing Domain Wei Zhang Miaoxin Cai Tong Zhang Zhuang Yin Xuerui Mao 135 102 0 30 Jan 2024
VisualWebArena: Evaluating Multimodal Agents on Realistic Visual Web Tasks Jing Yu Koh Robert Lo Lawrence Jang Vikram Duvvur Ming Chong Lim Po-Yu Huang Graham Neubig Shuyan Zhou Ruslan Salakhutdinov Daniel Fried 138 0 0 24 Jan 2024
SkyEyeGPT: Unifying Remote Sensing Vision-Language Tasks via Instruction Tuning with Large Language Model Yangfan Zhan Zhitong Xiong Yuan. Yuan MLLM 129 52 0 18 Jan 2024
Remote Sensing ChatGPT: Solving Remote Sensing Tasks with ChatGPT and Visual Models Haonan Guo Xin Su Chen Wu Bo Du Lefei Zhang Deren Li LLMAG 89 15 0 17 Jan 2024
Remote Sensing Vision-Language Foundation Models without Annotations via Ground Remote Alignment Utkarsh Mall Cheng Perng Phoo Meilin Kelsey Liu Carl Vondrick B. Hariharan Kavita Bala VLM 72 42 0 12 Dec 2023
GeoChat: Grounded Large Vision-Language Model for Remote Sensing Kartik Kuckreja M. S. Danish Muzammal Naseer Abhijit Das Salman Khan Fahad Shahbaz Khan 105 156 0 24 Nov 2023
Stable Diffusion For Aerial Object Detection Yanan Jian Fuxun Yu Simranjit Singh Dimitrios Stamoulis 80 8 0 21 Nov 2023
MetaGPT: Meta Programming for A Multi-Agent Collaborative Framework Sirui Hong Mingchen Zhuge Jonathan Chen Xiawu Zheng Yuheng Cheng ... Liyang Zhou Chenyu Ran Lingfeng Xiao Chenglin Wu Jürgen Schmidhuber LLMAG AIFin 137 548 0 01 Aug 2023
RSGPT: A Remote Sensing Vision Language Model and Benchmark Yuan Hu Jianlong Yuan Congcong Wen Xiaonan Lu Xiang Li VLM 97 116 0 28 Jul 2023
WebArena: A Realistic Web Environment for Building Autonomous Agents Shuyan Zhou Frank F. Xu Hao Zhu Xuhui Zhou Robert Lo ... Tianyue Ou Yonatan Bisk Daniel Fried Uri Alon Graham Neubig LLMAG 218 496 0 25 Jul 2023
DisasterResponseGPT: Large Language Models for Accelerated Plan of Action Development in Disaster Response Scenarios Vinicius G. Goecks Nicholas R. Waytowich 77 31 0 29 Jun 2023
ToolQA: A Dataset for LLM Question Answering with External Tools Yuchen Zhuang Yue Yu Kuan-Chieh Wang Haotian Sun Chao Zhang ELM LLMAG 101 252 0 23 Jun 2023
RemoteCLIP: A Vision Language Foundation Model for Remote Sensing Fan Liu Delong Chen Zhan-Rong Guan Xiaocong Zhou Jiale Zhu Qiaolin Ye Liyong Fu Jun Zhou VLM 170 229 0 19 Jun 2023
GEO-Bench: Toward Foundation Models for Earth Monitoring Alexandre Lacoste Nils Lehmann Pau Rodríguez López Evan D. Sherwin Hannah Kerner ... David Vazquez Dava Newman Yoshua Bengio Stefano Ermon Xiao Xiang Zhu SSL ALM AI4CE 78 62 0 06 Jun 2023
Chameleon: Plug-and-Play Compositional Reasoning with Large Language Models Pan Lu Baolin Peng Hao Cheng Michel Galley Kai-Wei Chang Ying Nian Wu Song-Chun Zhu Jianfeng Gao KELM MLLM LRM 155 326 0 19 Apr 2023
Evaluating Digital Tools for Sustainable Agriculture using Causal Inference Ilias Tsoumas Georgios Giannarakis Vasileios Sitokonstantinou Alkiviadis Koukos D. Loka Nikolaos S. Bartsotas C. Kontoes Ioannis Athanasiadis 71 2 0 06 Nov 2022
xView3-SAR: Detecting Dark Fishing Activity Using Synthetic Aperture Radar Imagery F. Paolo Tsu-ting Tim Lin Ritwik Gupta B. Goodman Nirav Patel Daniel Kuster D. Kroodsma Jared A. Dunnmon 62 38 0 02 Jun 2022
FAIR1M: A Benchmark Dataset for Fine-grained Object Recognition in High-Resolution Remote Sensing Imagery Xian Sun Peijin Wang Zhiyuan Yan F. Xu Ruiping Wang ... Tao Xu M. Weinmann Stefan Hinz Cheng Wang Kun Fu ObjD AI4TS 80 374 0 09 Mar 2021
BigEarthNet: A Large-Scale Benchmark Archive For Remote Sensing Image Understanding Gencer Sumbul Marcela Charfuelan Begüm Demir Volker Markl 122 455 0 16 Feb 2019
xView: Objects in Context in Overhead Imagery Darius Lam Richard Kuzma Kevin McGee Samuel Dooley Michael Laielli Matthew K. Klaric Yaroslav Bulatov Brendan McCord ObjD 81 326 0 22 Feb 2018