Towards Vision-Language Geo-Foundation Model: A Survey

Towards Vision-Language Geo-Foundation Model: A Survey

13 June 2024

Yue Zhou

Junchi Yan

Xue Yang

Wayne Zhang

Papers citing "Towards Vision-Language Geo-Foundation Model: A Survey"

15 / 15 papers shown

Title
Harnessing Language for Coordination: A Framework and Benchmark for LLM-Driven Multi-Agent Control Timothée Anne Noah Syrkis Meriem Elhosni Florian Turati Franck Legendre Alain Jaquier Sebastian Risi LLMAG 88 1 0 16 Dec 2024
Panoptic Perception: A Novel Task and Fine-grained Dataset for Universal Remote Sensing Image Interpretation Danpei Zhao Bo Yuan Ziqiang Chen Tian Li Zhuoran Liu Wentao Li Yue Gao 26 10 0 06 Apr 2024
CRS-Diff: Controllable Generative Remote Sensing Foundation Model Datao Tang Xiangyong Cao Xingsong Hou Zhongyuan Jiang Deyu Meng 21 16 0 18 Mar 2024
Large Language Models for Captioning and Retrieving Remote Sensing Images João Daniel Silva João Magalhães D. Tuia Bruno Martins 29 29 0 09 Feb 2024
LHRS-Bot: Empowering Remote Sensing with VGI-Enhanced Large Multimodal Language Model Dilxat Muhtar Zhenshi Li Feng-Xue Gu Xue-liang Zhang P. Xiao 67 46 0 04 Feb 2024
SkyEyeGPT: Unifying Remote Sensing Vision-Language Tasks via Instruction Tuning with Large Language Model Yangfan Zhan Zhitong Xiong Yuan. Yuan MLLM 72 39 0 18 Jan 2024
RemoteCLIP: A Vision Language Foundation Model for Remote Sensing F. Liu Delong Chen Zhan-Rong Guan Xiaocong Zhou Jiale Zhu Qiaolin Ye Liyong Fu Jun Zhou VLM 66 188 0 19 Jun 2023
BLIP-2: Bootstrapping Language-Image Pre-training with Frozen Image Encoders and Large Language Models Junnan Li Dongxu Li Silvio Savarese Steven C. H. Hoi VLM MLLM 244 4,186 0 30 Jan 2023
RSVG: Exploring Data and Models for Visual Grounding on Remote Sensing Data Yangfan Zhan Zhitong Xiong Yuan. Yuan 66 103 0 23 Oct 2022
Large Language Models are Zero-Shot Reasoners Takeshi Kojima S. Gu Machel Reid Yutaka Matsuo Yusuke Iwasawa ReLM LRM 291 2,712 0 24 May 2022
Training language models to follow instructions with human feedback Long Ouyang Jeff Wu Xu Jiang Diogo Almeida Carroll L. Wainwright ... Amanda Askell Peter Welinder Paul Christiano Jan Leike Ryan J. Lowe OSLM ALM 301 11,730 0 04 Mar 2022
BLIP: Bootstrapping Language-Image Pre-training for Unified Vision-Language Understanding and Generation Junnan Li Dongxu Li Caiming Xiong S. Hoi MLLM BDL VLM CLIP 382 4,010 0 28 Jan 2022
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models Jason W. Wei Xuezhi Wang Dale Schuurmans Maarten Bosma Brian Ichter F. Xia Ed H. Chi Quoc Le Denny Zhou LM&Ro LRM AI4CE ReLM 315 8,261 0 28 Jan 2022
Rethinking Rotated Object Detection with Gaussian Wasserstein Distance Loss Xue Yang Junchi Yan Qi Ming Wentao Wang Xiaopeng Zhang Qi Tian 103 389 0 28 Jan 2021
RSVQA: Visual Question Answering for Remote Sensing Data Sylvain Lobry Diego Marcos J. Murray D. Tuia 60 203 0 16 Mar 2020