SkyScript: A Large and Semantically Diverse Vision-Language Dataset for
Remote Sensing

SkyScript: A Large and Semantically Diverse Vision-Language Dataset for Remote Sensing

20 December 2023

Papers citing "SkyScript: A Large and Semantically Diverse Vision-Language Dataset for Remote Sensing"

15 / 15 papers shown

Title
GlobalGeoTree: A Multi-Granular Vision-Language Dataset for Global Tree Species Classification Yang Mu Zhitong Xiong Yi Wang Muhammad Shahzad Franz Essl Mark van Kleunen Xiao Xiang Zhu VLM 63 0 0 18 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 103 8 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 70 0 0 03 Jan 2025
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 170 6 0 16 Nov 2024
GeoLLaVA: Efficient Fine-Tuned Vision-Language Models for Temporal Change Detection in Remote Sensing Hosam Elgendy Ahmed Sharshar Ahmed Aboeitta Yasser Ashraf Mohsen Guizani 52 2 0 25 Oct 2024
RSTeller: Scaling Up Visual Language Modeling in Remote Sensing with Rich Linguistic Semantics from Openly Available Data and Large Language Models Junyao Ge Xu Zhang Yang Zheng Kaitai Guo Jimin Liang 70 2 0 27 Aug 2024
When and why vision-language models behave like bags-of-words, and what to do about it? Mert Yuksekgonul Federico Bianchi Pratyusha Kalluri Dan Jurafsky James Zou VLM CoGe 54 384 0 04 Oct 2022
PaLI: A Jointly-Scaled Multilingual Language-Image Model Xi Chen Tianlin Li Soravit Changpinyo A. Piergiovanni Piotr Padlewski ... Andreas Steiner A. Angelova Xiaohua Zhai N. Houlsby Radu Soricut MLLM VLM 63 704 0 14 Sep 2022
Remote Sensing Cross-Modal Text-Image Retrieval Based on Global and Local Information Zhiqiang Yuan Wenkai Zhang Changyuan Tian Xuee Rong Zhengyuan Zhang Hongqi Wang Kun Fu Xian Sun 48 124 0 21 Apr 2022
ReforesTree: A Dataset for Estimating Tropical Forest Carbon Stock with Deep Learning and Aerial Imagery Gyri Reiersen David Dao Björn Lütjens Konstantin Klemmer Kenza Amara Attila Steinegger Ce Zhang Xiaoxia Zhu 92 32 0 26 Jan 2022
Scaling Up Visual and Vision-Language Representation Learning With Noisy Text Supervision Chao Jia Yinfei Yang Ye Xia Yi-Ting Chen Zarana Parekh Hieu H. Pham Quoc V. Le Yun-hsuan Sung Zhen Li Tom Duerig VLM CLIP 390 3,778 0 11 Feb 2021
Geography-Aware Self-Supervised Learning Kumar Ayush Burak Uzkent Chenlin Meng Kumar Tanmay Marshall Burke David B. Lobell Stefano Ermon SSL 61 231 0 19 Nov 2020
Learning Visual Representations with Caption Annotations Mert Bulent Sariyildiz J. Perez Diane Larlus VLM SSL 66 159 0 04 Aug 2020
BigEarthNet: A Large-Scale Benchmark Archive For Remote Sensing Image Understanding Gencer Sumbul Marcela Charfuelan Begüm Demir Volker Markl 71 447 0 16 Feb 2019
Tile2Vec: Unsupervised representation learning for spatially distributed data Neal Jean Sherrie Wang Anshul Samar G. Azzari David B. Lobell Stefano Ermon SSL 55 197 0 08 May 2018