TEOChat: A Large Vision-Language Assistant for Temporal Earth Observation Data

International Conference on Learning Representations (ICLR), 2024

28 January 2025

Papers citing "TEOChat: A Large Vision-Language Assistant for Temporal Earth Observation Data"

50 / 65 papers shown

Title
Multilingual Training-Free Remote Sensing Image Captioning Carlos Rebelo Gil Rocha João Daniel Silva Bruno Martins 48 0 0 30 Nov 2025
GeoZero: Incentivizing Reasoning from Scratch on Geospatial Scenes Di Wang Shunyu Liu Wentao Jiang Fengxiang Wang Yi Liu ... Haonan Guo Jing Zhang Bo Du Dacheng Tao L. Zhang LRM 96 0 0 27 Nov 2025
Co-Training Vision Language Models for Remote Sensing Multi-task Learning Qingyun Li Shuran Ma Junwei Luo Yi Yu Yue Zhou ... Xiaoxing Wang Xin He Yushi Chen Xue Yang Junchi Yan 168 0 0 26 Nov 2025
Think First, Assign Next (ThiFAN-VQA): A Two-stage Chain-of-Thought Framework for Post-Disaster Damage Assessment Ehsan Karimi Nhut Le Maryam Rahnemoonfar LRM 84 0 0 24 Nov 2025
REMSA: An LLM Agent for Foundation Model Selection in Remote Sensing Binger Chen Tacettin Emre Bök Behnood Rasti Volker Markl Begüm Demir 100 0 0 21 Nov 2025
The Potential of Copernicus Satellites for Disaster Response: Retrieving Building Damage from Sentinel-1 and Sentinel-2 Olivier Dietrich Merlin Alfredsson Emilia Arens Nando Metzger T. Peters L. Scheibenreif Jan Dirk Wegner Konrad Schindler 92 0 0 07 Nov 2025
DescribeEarth: Describe Anything for Remote Sensing Images Kaiyu Li Zixuan Jiang Xiangyong Cao Jiayu Wang Yuchen Xiao Deyu Meng Zhi Wang 125 1 0 30 Sep 2025
Geo-R1: Unlocking VLM Geospatial Reasoning with Cross-View Reinforcement Learning Chenhui Xu F. Yu Michael J. Bianco Jacob Kovarskiy Raphael Tang ... Rupanjali Kukal Mikael Figueroa Rishi Madhok Nikolaos Karianakis Jinjun Xiong ObjD ReLM LRM 123 0 0 29 Sep 2025
GeoVLM-R1: Reinforcement Fine-Tuning for Improved Remote Sensing Reasoning Mustansar Fiaz Hiyam Debary P. Fraccaro D. Paudel Luc Van Gool Fahad Shahbaz Khan Salman Khan ObjD OffRL VLM LRM 305 2 0 29 Sep 2025
BTCChat: Advancing Remote Sensing Bi-temporal Change Captioning with Multimodal Large Language Model Yujie Li Wenjia Xu Yuanben Zhang Zhiwei Wei Mugen Peng 100 0 0 07 Sep 2025
RSCC: A Large-Scale Remote Sensing Change Caption Dataset for Disaster Events Z. Chen Chenxi Wang Ningyu Zhang Feng Zhang 182 2 0 02 Sep 2025
ChatENV: An Interactive Vision-Language Model for Sensor-Guided Environmental Monitoring and Scenario Simulation Hosam Elgendy Ahmed Sharshar Ahmed Aboeitta Mohsen Guizani VLM 132 0 0 14 Aug 2025
Remote Sensing Image Intelligent Interpretation with the Language-Centered Perspective: Principles, Methods and Challenges Haifeng Li Wang Guo Haiyang Wu Mengwei Wu Jipeng Zhang Qing Zhu Yu Liu Xin Huang Chao Tao 131 1 0 09 Aug 2025
MONITRS: Multimodal Observations of Natural Incidents Through Remote Sensing Shreelekha Revankar Utkarsh Mall Cheng Perng Phoo Kavita Bala Bharath Hariharan 114 0 0 22 Jul 2025
TAMMs: Temporal-Aware Multimodal Model for Satellite Image Change Understanding and Forecasting Zhongbin Guo Yuhao Wang Ping Jian Chengzhi Li Xinyue Chen Zhen Yang Ertai E 243 0 0 23 Jun 2025
Domain Specific Benchmarks for Evaluating Multimodal Large Language Models Khizar Anjuma Muhammad Arbab Arshad Kadhim Hayawi Efstathios Polyzos A. Tariq ... Nishith Reddy Mannuru Ravi Varma Kumar Bevara Taslim Mahbub Muhammad Zeeshan Akram Sakib Shahriar ELM LRM 389 2 0 15 Jun 2025
ThinkGeo: Evaluating Tool-Augmented Agents for Remote Sensing Tasks Akashah Shabbir Muhammad Akhtar Munir Akshay Dudhane Muhammad Umer Sheikh M. H. Khan Paolo Fraccaro Juan Bernabé-Moreno Fahad Shahbaz Khan Salman Khan LLMAG ELM 191 3 0 29 May 2025
DisasterM3: A Remote Sensing Vision-Language Dataset for Disaster Damage Assessment and Response Junjue Wang Weihao Xuan Heli Qi Zhihao Liu Kunyi Liu ... Hongruixuan Chen Jian Song J. Xia Zhuo Zheng Xiangwei Zhu 422 9 0 27 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 316 10 0 20 May 2025
LISAT: Language-Instructed Segmentation Assistant for Satellite Imagery Jerome Quenum Wen-Han Hsieh Tsung-Han Wu Ritwik Gupta Trevor Darrell David M. Chan MLLM VLM 252 4 0 05 May 2025
Foundation Models for Remote Sensing: An Analysis of MLLMs for Object Localization Darryl Hannan John Cooper Dylan White Timothy Doster Henry Kvinge Y. Watkins 205 1 0 14 Apr 2025
Operational Change Detection for Geographical Information: Overview and Challenges Nicolas Gonthier 335 0 0 18 Mar 2025
Quality-Driven Curation of Remote Sensing Vision-Language Data via Learned Scoring Models Dilxat Muhtar Enzhuo Zhang Zhenshi Li Feng-Xue Gu Yanglangxing He Pengfeng Xiao Xueliang Zhang 262 7 0 02 Mar 2025
Investigating and Mitigating the Multimodal Hallucination Snowballing in Large Vision-Language Models Weihong Zhong Xiaocheng Feng Liang Zhao Qiming Li Lei Huang Yuxuan Gu Weitao Ma Yuan Xu Bing Qin MLLM 450 19 0 30 Jun 2024
RS-GPT4V: A Unified Multimodal Instruction-Following Dataset for Remote Sensing Image Understanding Linrui Xu Ling Zhao Wang Guo Qiujun Li Kewang Long Kaiqi Zou Yuhan Wang Haifeng Li AI4TS 241 9 0 18 Jun 2024
SkySenseGPT: A Fine-Grained Instruction Tuning Dataset and Model for Remote Sensing Vision-Language Understanding Junwei Luo Zhen Pang Yongjun Zhang Tingzhu Wang Linlin Wang ... Jiangwei Lao Jian Wang Jingdong Chen Yihua Tan Yansheng Li 348 64 0 14 Jun 2024
ST-LLM: Large Language Models Are Effective Temporal Learners Ruyang Liu Chen Li Haoran Tang Yixiao Ge Ying Shan Ge Li 181 124 0 30 Mar 2024
ChatEarthNet: A Global-Scale Image-Text Dataset Empowering Vision-Language Geo-Foundation Models Zhenghang Yuan Zhitong Xiong Lichao Mou Xiao Xiang Zhu 206 19 0 17 Feb 2024
LHRS-Bot: Empowering Remote Sensing with VGI-Enhanced Large Multimodal Language Model Dilxat Muhtar Zhenshi Li Feng-Xue Gu Xue-liang Zhang Pengfeng Xiao 448 122 0 04 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 403 206 0 30 Jan 2024
SkyEyeGPT: Unifying Remote Sensing Vision-Language Tasks via Instruction Tuning with Large Language Model Yangfan Zhan Zhitong Xiong Yuan. Yuan MLLM 235 109 0 18 Jan 2024
A Comprehensive Survey of Hallucination Mitigation Techniques in Large Language Models S.M. Towhidul Islam Tonmoy S. M. M. Zaman Vinija Jain Anku Rani Vipula Rawte Vasu Sharma Amitava Das HILM 410 337 0 02 Jan 2024
SkyScript: A Large and Semantically Diverse Vision-Language Dataset for Remote Sensing Zhecheng Wang R. Prabha Tianyuan Huang Jiajun Wu Ram Rajagopal 210 124 0 20 Dec 2023
LLaMA-VID: An Image is Worth 2 Tokens in Large Language ModelsEuropean Conference on Computer Vision (ECCV), 2023 Yanwei Li Chengyao Wang Jiaya Jia VLM MLLM 303 470 0 28 Nov 2023
GeoChat: Grounded Large Vision-Language Model for Remote SensingComputer Vision and Pattern Recognition (CVPR), 2023 Kartik Kuckreja M. S. Danish Muzammal Naseer Abhijit Das Salman Khan Fahad Shahbaz Khan 313 287 0 24 Nov 2023
Video-LLaVA: Learning United Visual Representation by Alignment Before Projection Bin Lin Yang Ye Bin Zhu Jiaxi Cui Munan Ning Peng Jin Li-ming Yuan VLM MLLM 1.5K 1,154 0 16 Nov 2023
Chat-UniVi: Unified Visual Representation Empowers Large Language Models with Image and Video UnderstandingComputer Vision and Pattern Recognition (CVPR), 2023 Peng Jin Ryuichi Takanobu Caiwan Zhang Xiaochun Cao Li-ming Yuan MLLM 488 348 0 14 Nov 2023
NExT-Chat: An LMM for Chat, Detection and Segmentation Ao Zhang Yuan Yao Wei Ji Zhiyuan Liu Tat-Seng Chua MLLM VLM 335 73 0 08 Nov 2023
Improved Baselines with Visual Instruction TuningComputer Vision and Pattern Recognition (CVPR), 2023 Haotian Liu Chunyuan Li Yuheng Li Yong Jae Lee VLM MLLM 596 4,087 0 05 Oct 2023
LanguageBind: Extending Video-Language Pretraining to N-modality by Language-based Semantic AlignmentInternational Conference on Learning Representations (ICLR), 2023 Bin Zhu Bin Lin Munan Ning Yang Yan Jiaxi Cui ... Zongwei Li Wancai Zhang Zhifeng Li Wei Liu Liejie Yuan VLM MLLM 652 331 0 03 Oct 2023
RSGPT: A Remote Sensing Vision Language Model and BenchmarkIsprs Journal of Photogrammetry and Remote Sensing (ISPRS J. Photogramm. Remote Sens.), 2023 Yuan Hu Jianlong Yuan Congcong Wen Xiaonan Lu Xiang Li VLM 233 204 0 28 Jul 2023
Llama 2: Open Foundation and Fine-Tuned Chat Models Hugo Touvron Louis Martin Kevin R. Stone Peter Albert Amjad Almahairi ... Sharan Narang Aurelien Rodriguez Robert Stojnic Sergey Edunov Thomas Scialom AI4MH ALM 6.9K 15,103 0 18 Jul 2023
Video-ChatGPT: Towards Detailed Video Understanding via Large Vision and Language ModelsAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Muhammad Maaz H. Rasheed Salman Khan Fahad Shahbaz Khan MLLM 385 940 0 08 Jun 2023
Video-LLaMA: An Instruction-tuned Audio-Visual Language Model for Video UnderstandingConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Hang Zhang Xin Li Lidong Bing MLLM 542 1,466 0 05 Jun 2023
A Survey of Safety and Trustworthiness of Large Language Models through the Lens of Verification and ValidationArtificial Intelligence Review (AIR), 2023 Xiaowei Huang Wenjie Ruan Wei Huang Gao Jin Yizhen Dong ... Sihao Wu Peipei Xu Dengyu Wu André Freitas Mustafa A. Mustafa ALM 339 142 0 19 May 2023
Change Detection Methods for Remote Sensing in the Last Decade: A Comprehensive ReviewRemote Sensing (RS), 2023 Guangliang Cheng Yun-Min Huang Xiangtai Li Shuchang Lyu Zhaoyang Xu Qi Zhao Shiming Xiang 200 155 0 09 May 2023
Visual Instruction TuningNeural Information Processing Systems (NeurIPS), 2023 Haotian Liu Chunyuan Li Qingyang Wu Yong Jae Lee SyDa VLM MLLM 1.1K 7,286 0 17 Apr 2023
GPT-4 Technical Report OpenAI OpenAI OpenAI Josh Achiam Steven Adler Sandhini Agarwal Lama Ahmad ... Shengjia Zhao Tianhao Zheng Juntang Zhuang William Zhuk Barret Zoph LLMAG MLLM 4.3K 20,543 0 15 Mar 2023
SatMAE: Pre-training Transformers for Temporal and Multi-Spectral Satellite ImageryNeural Information Processing Systems (NeurIPS), 2022 Yezhen Cong Samarth Khanna Chenlin Meng Patrick Liu Erik Rozi Yutong He Marshall Burke David B. Lobell Stefano Ermon ViT 454 397 0 17 Jul 2022
Change Detection Meets Visual Question Answering Zhenghang Yuan Lichao Mou Zhitong Xiong Xiaoxiang Zhu 223 59 0 12 Dec 2021