Imagen de Portada

Pushing the Limits of Vision-Language Models in Remote Sensing without Human Annotations

Fuente: arXiv

Guardado en:

Detalles Bibliográficos
Autores principales:	Cha, Keumgang, Yu, Donggeun, Seo, Junghoon
Formato:	Preprint
Publicado:	2024
Materias:	Computer Vision and Pattern Recognition
Acceso en línea:	Acceder al recurso
Etiquetas:	Agregar Etiqueta Sin Etiquetas, Sea el primero en etiquetar este registro!

Ejemplares similares

A Billion-scale Foundation Model for Remote Sensing Images
por: Cha, Keumgang, et al.
Publicado: (2023)

On Pitfalls of $\textit{RemOve-And-Retrain}$: Data Processing Inequality Perspective
por: Song, Junhwa, et al.
Publicado: (2023)

Measuring and Mitigating Hallucinations in Vision-Language Dataset Generation for Remote Sensing
por: Anderson, Madeline, et al.
Publicado: (2025)

Masked Autoregressive Model for Weather Forecasting
por: Kim, Doyi, et al.
Publicado: (2024)

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

Retaining and Enhancing Pre-trained Knowledge in Vision-Language Models with Prompt Ensembling
por: Kim, Donggeun, et al.
Publicado: (2024)

Debiased Prompt Tuning in Vision-Language Model without Annotations
por: Jiang, Chaoquan, et al.
Publicado: (2025)

Effortless Vision-Language Model Specialization in Histopathology without Annotation
por: Qiu, Jingna, et al.
Publicado: (2025)

Performance of Human Annotators in Object Detection and Segmentation of Remotely Sensed Data
por: Blushtein-Livnon, Roni, et al.
Publicado: (2024)

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

Co-Training Vision Language Models for Remote Sensing Multi-task Learning
por: Li, Qingyun, et al.
Publicado: (2025)

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

CHOICE: Benchmarking the Remote Sensing Capabilities of Large Vision-Language Models
por: An, Xiao, et al.
Publicado: (2024)

Redundancy-Aware Pretraining of Vision-Language Foundation Models in Remote Sensing
por: Adler, Mathis Jürgen, et al.
Publicado: (2025)

Few-Shot Adaptation Benchmark for Remote Sensing Vision-Language Models
por: Khoury, Karim El, et al.
Publicado: (2025)

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

DDFAV: Remote Sensing Large Vision Language Models Dataset and Evaluation Benchmark
por: Li, Haodong, et al.
Publicado: (2024)

Remote Sensing SpatioTemporal Vision-Language Models: A Comprehensive Survey
por: Liu, Chenyang, et al.
Publicado: (2024)

VHM: Versatile and Honest Vision Language Model for Remote Sensing Image Analysis
por: Pang, Chao, et al.
Publicado: (2024)

Enhancing Remote Sensing Vision-Language Models for Zero-Shot Scene Classification
por: Khoury, Karim El, et al.
Publicado: (2024)

Falcon: A Remote Sensing Vision-Language Foundation Model (Technical Report)
por: Yao, Kelu, et al.
Publicado: (2025)

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

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

You Only Pose Once: A Minimalist's Detection Transformer for Monocular RGB Category-level 9D Multi-Object Pose Estimation
por: Lee, Hakjin, et al.
Publicado: (2025)

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

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

FMARS: Annotating Remote Sensing Images for Disaster Management using Foundation Models
por: Arnaudo, Edoardo, et al.
Publicado: (2024)

SAM2-ELNet: Label Enhancement and Automatic Annotation for Remote Sensing Segmentation
por: Yang, Jianhao, et al.
Publicado: (2025)

TimeSenCLIP: A Time Series Vision-Language Model for Remote Sensing
por: Jain, Pallavi, et al.
Publicado: (2025)

Sentinel2Cap: A Human-Annotated Benchmark Dataset for Multimodal Remote Sensing Image Captioning
por: Tosato, Lucrezia, et al.
Publicado: (2026)

Annotation-Free Open-Vocabulary Segmentation for Remote-Sensing Images
por: Li, Kaiyu, et al.
Publicado: (2025)

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

Active-SAOOD: Active Sparsely Annotated Oriented Object Detection in Remote Sensing Images
por: Lin, Yu, et al.
Publicado: (2026)

RS-OOD: A Vision-Language Augmented Framework for Out-of-Distribution Detection in Remote Sensing
por: Wang, Chenhao, et al.
Publicado: (2025)

Rethinking Electro-Optical Vision Foundation Models for Remote Sensing Retrieval: A Controlled Comparison with Generalist VFM
por: Park, Hyobin, et al.
Publicado: (2026)

RemoteZero: Geospatial Reasoning with Zero Human Annotations
por: Yao, Liang, et al.
Publicado: (2026)

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

SPEX: A Vision-Language Model for Land Cover Extraction on Spectral Remote Sensing Images
por: Si, Dongchen, et al.
Publicado: (2025)

Weakly Supervised Ephemeral Gully Detection In Remote Sensing Images Using Vision Language Models
por: Tousi, Seyed Mohamad Ali, et al.
Publicado: (2025)

Quality-Driven Curation of Remote Sensing Vision-Language Data via Learned Scoring Models
por: Muhtar, Dilxat, et al.
Publicado: (2025)