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LHRS-Bot: Empowering Remote Sensing with VGI-Enhanced Large Multimodal Language Model

4 February 2024

Papers citing "LHRS-Bot: Empowering Remote Sensing with VGI-Enhanced Large Multimodal Language Model"

35 / 35 papers shown

Title
RemoteSAM: Towards Segment Anything for Earth Observation Liang Yao Fan Liu Delong Chen Chuanyi Zhang Yijun Wang Ziyun Chen Wei Xu Shimin Di Yuhui Zheng 217 0 0 23 May 2025
Group-in-Group Policy Optimization for LLM Agent Training Lang Feng Zhenghai Xue Tingcong Liu Bo An OffRL 207 2 0 16 May 2025
TEOChat: A Large Vision-Language Assistant for Temporal Earth Observation Data Jeremy Irvin Emily Ruoyu Liu Joyce Chuyi Chen Ines Dormoy Jinyoung Kim Samar Khanna Zhuo Zheng Stefano Ermon MLLM VLM 160 12 0 28 Jan 2025
Advancements in Visual Language Models for Remote Sensing: Datasets, Capabilities, and Enhancement Techniques Lijie Tao Han Zhang Haizhao Jing Yu Liu Kelu Yao Guoting Wei Xizhe Xue 120 0 0 03 Jan 2025
Demystifying CLIP Data Hu Xu Saining Xie Xiaoqing Ellen Tan Po-Yao (Bernie) Huang Russell Howes Vasu Sharma Shang-Wen Li Gargi Ghosh Luke Zettlemoyer Christoph Feichtenhofer VLM CLIP 132 127 0 31 Dec 2024
GeoGround: A Unified Large Vision-Language Model for Remote Sensing Visual Grounding Yimiao Zhou Mengcheng Lan Xiang Li Yiping Ke Yiping Ke Xue Jiang Qingyun Li Xue Yang Wayne Zhang ObjD VLM 240 7 0 16 Nov 2024
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 Weijia Li VLM 151 7 0 30 Aug 2024
Mixtral of Experts Albert Q. Jiang Alexandre Sablayrolles Antoine Roux A. Mensch Blanche Savary ... Théophile Gervet Thibaut Lavril Thomas Wang Timothée Lacroix William El Sayed MoE LLMAG 164 1,123 0 08 Jan 2024
GeoGalactica: A Scientific Large Language Model in Geoscience Zhouhan Lin Cheng Deng Le Zhou Tianhang Zhang Yi Xu ... Weinan Zhang Junxian He Yunqiang Zhu Xinbing Wang Cheng Zhou 48 29 0 31 Dec 2023
Quilt-LLaVA: Visual Instruction Tuning by Extracting Localized Narratives from Open-Source Histopathology Videos M. S. Seyfioglu Wisdom O. Ikezogwo Fatemeh Ghezloo Ranjay Krishna Linda G. Shapiro 148 44 0 07 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 91 154 0 24 Nov 2023
Qwen Technical Report Jinze Bai Shuai Bai Yunfei Chu Zeyu Cui Kai Dang ... Zhenru Zhang Chang Zhou Jingren Zhou Xiaohuan Zhou Tianhang Zhu OSLM 268 1,908 0 28 Sep 2023
InternLM-XComposer: A Vision-Language Large Model for Advanced Text-image Comprehension and Composition Pan Zhang Xiaoyi Wang Bin Wang Yuhang Cao Chao Xu ... Conghui He Xingcheng Zhang Yu Qiao Da Lin Jiaqi Wang MLLM 160 241 0 26 Sep 2023
VisIT-Bench: A Benchmark for Vision-Language Instruction Following Inspired by Real-World Use Yonatan Bitton Hritik Bansal Jack Hessel Rulin Shao Wanrong Zhu Anas Awadalla Josh Gardner Rohan Taori L. Schimdt VLM 120 82 0 12 Aug 2023
Judging LLM-as-a-Judge with MT-Bench and Chatbot Arena Lianmin Zheng Wei-Lin Chiang Ying Sheng Siyuan Zhuang Zhanghao Wu ... Dacheng Li Eric Xing Haotong Zhang Joseph E. Gonzalez Ion Stoica ALM OSLM ELM 458 4,444 0 09 Jun 2023
InstructBLIP: Towards General-purpose Vision-Language Models with Instruction Tuning Wenliang Dai Junnan Li Dongxu Li A. M. H. Tiong Junqi Zhao Weisheng Wang Boyang Albert Li Pascale Fung Steven C. H. Hoi MLLM VLM 150 2,098 0 11 May 2023
What Do Self-Supervised Vision Transformers Learn? Namuk Park Wonjae Kim Byeongho Heo Taekyung Kim Sangdoo Yun SSL 176 80 1 01 May 2023
mPLUG-Owl: Modularization Empowers Large Language Models with Multimodality Qinghao Ye Haiyang Xu Guohai Xu Jiabo Ye Ming Yan ... Junfeng Tian Qiang Qi Ji Zhang Feiyan Huang Jingren Zhou VLM MLLM 295 956 0 27 Apr 2023
Legal Prompt Engineering for Multilingual Legal Judgement Prediction Dietrich Trautmann Alina Petrova Frank Schilder ELM AILaw 93 79 0 05 Dec 2022
Legal Prompting: Teaching a Language Model to Think Like a Lawyer Fang Yu Lee Quartey Frank Schilder ELM LRM 49 68 0 02 Dec 2022
BLOOM: A 176B-Parameter Open-Access Multilingual Language Model BigScience Workshop : Teven Le Scao Angela Fan Christopher Akiki ... Zhongli Xie Zifan Ye M. Bras Younes Belkada Thomas Wolf VLM 417 2,393 0 09 Nov 2022
Token Merging: Your ViT But Faster Daniel Bolya Cheng-Yang Fu Xiaoliang Dai Peizhao Zhang Christoph Feichtenhofer Judy Hoffman MoMe 128 470 0 17 Oct 2022
LAION-5B: An open large-scale dataset for training next generation image-text models Christoph Schuhmann Romain Beaumont Richard Vencu Cade Gordon Ross Wightman ... Srivatsa Kundurthy Katherine Crowson Ludwig Schmidt R. Kaczmarczyk J. Jitsev VLM MLLM CLIP 206 3,502 0 16 Oct 2022
Flamingo: a Visual Language Model for Few-Shot Learning Jean-Baptiste Alayrac Jeff Donahue Pauline Luc Antoine Miech Iain Barr ... Mikolaj Binkowski Ricardo Barreira Oriol Vinyals Andrew Zisserman Karen Simonyan MLLM VLM 418 3,610 0 29 Apr 2022
Exploring a Fine-Grained Multiscale Method for Cross-Modal Remote Sensing Image Retrieval Zhiqiang Yuan Wenkai Zhang Kun Fu Xuan Li Chubo Deng Hongqi Wang Xian Sun 85 138 0 21 Apr 2022
PaLM: Scaling Language Modeling with Pathways Aakanksha Chowdhery Sharan Narang Jacob Devlin Maarten Bosma Gaurav Mishra ... Kathy Meier-Hellstern Douglas Eck J. Dean Slav Petrov Noah Fiedel PILM LRM 537 6,301 0 05 Apr 2022
Training Compute-Optimal Large Language Models Jordan Hoffmann Sebastian Borgeaud A. Mensch Elena Buchatskaya Trevor Cai ... Karen Simonyan Erich Elsen Jack W. Rae Oriol Vinyals Laurent Sifre AI4TS 211 1,987 0 29 Mar 2022
LoRA: Low-Rank Adaptation of Large Language Models J. E. Hu Yelong Shen Phillip Wallis Zeyuan Allen-Zhu Yuanzhi Li Shean Wang Lu Wang Weizhu Chen OffRL AI4TS AI4CE ALM AIMat 504 10,526 0 17 Jun 2021
RSVQA: Visual Question Answering for Remote Sensing Data Sylvain Lobry Diego Marcos J. Murray D. Tuia 118 221 0 16 Mar 2020
Exploring Models and Data for Remote Sensing Image Caption Generation Xiaoqiang Lu Binqiang Wang Xiangtao Zheng Xuelong Li 63 477 0 21 Dec 2017
DOTA: A Large-scale Dataset for Object Detection in Aerial Images Gui-Song Xia X. Bai Jian Ding Zhen Zhu Serge J. Belongie Jiebo Luo Mihai Datcu Marcello Pelillo Liangpei Zhang ObjD 129 2,189 0 28 Nov 2017
Functional Map of the World Gordon A. Christie Neil Fendley James Wilson R. Mukherjee VGen 85 399 0 21 Nov 2017
EuroSAT: A Novel Dataset and Deep Learning Benchmark for Land Use and Land Cover Classification P. Helber B. Bischke Andreas Dengel Damian Borth 158 1,834 0 31 Aug 2017
Remote Sensing Image Scene Classification: Benchmark and State of the Art Gong Cheng Junwei Han Xiaoqiang Lu 108 2,269 0 01 Mar 2017
AID: A Benchmark Dataset for Performance Evaluation of Aerial Scene Classification Gui-Song Xia Jingwen Hu Fan Hu Baoguang Shi X. Bai Yanfei Zhong Liangpei Zhang 82 1,734 0 18 Aug 2016