Copertina

GeoRSMLLM: A Multimodal Large Language Model for Vision-Language Tasks in Geoscience and Remote Sensing

Fuente: arXiv

Salvato in:

Dettagli Bibliografici
Autori principali:	Zhang, Zilun, Shen, Haozhan, Zhao, Tiancheng, Chen, Bin, Guan, Zian, Wang, Yuhao, Jia, Xu, Cai, Yuxiang, Shang, Yongheng, Yin, Jianwei
Natura:	Preprint
Pubblicazione:	2025
Soggetti:	Computer Vision and Pattern Recognition Artificial Intelligence
Accesso online:	Acceder al recurso
Tags:	Aggiungi Tag Nessun Tag, puoi essere il primo ad aggiungerne!!

Documenti analoghi

ImageRAG: Enhancing Ultra High Resolution Remote Sensing Imagery Analysis with ImageRAG
di: Zhang, Zilun, et al.
Pubblicazione: (2024)

RS5M and GeoRSCLIP: A Large Scale Vision-Language Dataset and A Large Vision-Language Model for Remote Sensing
di: Zhang, Zilun, et al.
Pubblicazione: (2023)

Geo-R1: Improving Few-Shot Geospatial Referring Expression Understanding with Reinforcement Fine-Tuning
di: Zhang, Zilun, et al.
Pubblicazione: (2025)

Which Pretraining Paradigm Better Serves Spatial Intelligence? An Empirical Comparison of Vision-Language and Video Generation Models
di: Shen, Haozhan, et al.
Pubblicazione: (2026)

ZoomEye: Enhancing Multimodal LLMs with Human-Like Zooming Capabilities through Tree-Based Image Exploration
di: Shen, Haozhan, et al.
Pubblicazione: (2024)

Talking to Yourself: Defying Forgetting in Large Language Models
di: Sun, Yutao, et al.
Pubblicazione: (2026)

SRMF: A Data Augmentation and Multimodal Fusion Approach for Long-Tail UHR Satellite Image Segmentation
di: Guo, Yulong, et al.
Pubblicazione: (2025)

The Self-Improvement Paradox: Can Language Models Bootstrap Reasoning Capabilities without External Scaffolding?
di: Sun, Yutao, et al.
Pubblicazione: (2025)

GeoMMBench and GeoMMAgent: Toward Expert-Level Multimodal Intelligence in Geoscience and Remote Sensing
di: Xiao, Aoran, et al.
Pubblicazione: (2026)

VLM-R1: A Stable and Generalizable R1-style Large Vision-Language Model
di: Shen, Haozhan, et al.
Pubblicazione: (2025)

Preserving Knowledge in Large Language Model with Model-Agnostic Self-Decompression
di: Zhang, Zilun, et al.
Pubblicazione: (2024)

DetailCLIP: Injecting Image Details into CLIP's Feature Space
di: Zhang, Zilun, et al.
Pubblicazione: (2022)

RemoteCLIP: A Vision Language Foundation Model for Remote Sensing
di: Liu, Fan, et al.
Pubblicazione: (2023)

GUI Testing Arena: A Unified Benchmark for Advancing Autonomous GUI Testing Agent
di: Zhao, Kangjia, et al.
Pubblicazione: (2024)

MM-CondChain: A Programmatically Verified Benchmark for Visually Grounded Deep Compositional Reasoning
di: Shen, Haozhan, et al.
Pubblicazione: (2026)

An Efficient and Effective Encoder Model for Vision and Language Tasks in the Remote Sensing Domain
di: Silva, João Daniel, et al.
Pubblicazione: (2025)

FLAVARS: A Multimodal Foundational Language and Vision Alignment Model for Remote Sensing
di: Corley, Isaac, et al.
Pubblicazione: (2025)

Efficient Few‐Shot Learning in Remote Sensing: Fusing Vision and Vision‐Language Models
di: Jia Yun Chua, et al.
Pubblicazione: (2025)

Efficient Few-Shot Learning in Remote Sensing: Fusing Vision and Vision-Language Models
di: Chua, Jia Yun, et al.
Pubblicazione: (2025)

GeoGalactica: A Scientific Large Language Model in Geoscience
di: Lin, Zhouhan, et al.
Pubblicazione: (2023)

LHRS-Bot-Nova: Improved Multimodal Large Language Model for Remote Sensing Vision-Language Interpretation
di: Li, Zhenshi, et al.
Pubblicazione: (2024)

Frequency-Aware Vision-Language Multimodality Generalization Network for Remote Sensing Image Classification
di: Zhang, Junjie, et al.
Pubblicazione: (2025)

EagleVision: Object-level Attribute Multimodal LLM for Remote Sensing
di: Jiang, Hongxiang, et al.
Pubblicazione: (2025)

UniRS: Unifying Multi-temporal Remote Sensing Tasks through Vision Language Models
di: Li, Yujie, et al.
Pubblicazione: (2024)

SkyEyeGPT: Unifying Remote Sensing Vision-Language Tasks via Instruction Tuning with Large Language Model
di: Zhan, Yang, et al.
Pubblicazione: (2024)

MineAgent: Towards Remote-Sensing Mineral Exploration with Multimodal Large Language Models
di: Yu, Beibei, et al.
Pubblicazione: (2024)

Diverse Instance Generation via Diffusion Models for Enhanced Few-Shot Object Detection in Remote Sensing Images
di: Liu, Yanxing, et al.
Pubblicazione: (2025)

GeoGround: A Unified Large Vision-Language Model for Remote Sensing Visual Grounding
di: Zhou, Yue, et al.
Pubblicazione: (2024)

MGCR-Net:Multimodal Graph-Conditioned Vision-Language Reconstruction Network for Remote Sensing Change Detection
di: Wang, Chengming, et al.
Pubblicazione: (2025)

Multilingual Vision-Language Pre-training for the Remote Sensing Domain
di: Silva, João Daniel, et al.
Pubblicazione: (2024)

Continual Vision-Language Learning for Remote Sensing: Benchmarking and Analysis
di: Weng, Xingxing, et al.
Pubblicazione: (2026)

VLM-FO1: Bridging the Gap Between High-Level Reasoning and Fine-Grained Perception in VLMs
di: Liu, Peng, et al.
Pubblicazione: (2025)

Empowering Visual Creativity: A Vision-Language Assistant to Image Editing Recommendations
di: Shen, Tiancheng, et al.
Pubblicazione: (2024)

A Comprehensive Survey and Guide to Multimodal Large Language Models in Vision-Language Tasks
di: Liang, Chia Xin, et al.
Pubblicazione: (2024)

ViLaCD-R1: A Vision-Language Framework for Semantic Change Detection in Remote Sensing
di: Ma, Xingwei, et al.
Pubblicazione: (2025)

GeoR-Bench: Evaluating Geoscience Visual Reasoning
di: Zheng, Yushuo, et al.
Pubblicazione: (2026)

Large Vision-Language Models for Remote Sensing Visual Question Answering
di: Siripong, Surasakdi, et al.
Pubblicazione: (2024)

VLRS-Bench: A Vision-Language Reasoning Benchmark for Remote Sensing
di: Luo, Zhiming, et al.
Pubblicazione: (2026)

FUSE-RSVLM: Feature Fusion Vision-Language Model for Remote Sensing
di: Dang, Yunkai, et al.
Pubblicazione: (2025)

Vision-Language Modeling Meets Remote Sensing: Models, Datasets and Perspectives
di: Weng, Xingxing, et al.
Pubblicazione: (2025)