Advancements in Visual Language Models for Remote Sensing: Datasets, Capabilities, and Enhancement Techniques

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Advancements in Visual Language Models for Remote Sensing: Datasets, Capabilities, and Enhancement Techniques

3 January 2025

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Papers citing "Advancements in Visual Language Models for Remote Sensing: Datasets, Capabilities, and Enhancement Techniques"

14 / 64 papers shown

Title
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.8K 95,454 0 11 Oct 2018
GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding Alex Jinpeng Wang Amanpreet Singh Julian Michael Felix Hill Omer Levy Samuel R. Bowman ELM 1.1K 7,210 0 20 Apr 2018
Self-Attention with Relative Position Representations Peter Shaw Jakob Uszkoreit Ashish Vaswani 197 2,309 0 06 Mar 2018
Exploring Models and Data for Remote Sensing Image Caption Generation Xiaoqiang Lu Binqiang Wang Xiangtao Zheng Xuelong Li 67 479 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 137 2,197 0 28 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 162 1,839 0 31 Aug 2017
A Broad-Coverage Challenge Corpus for Sentence Understanding through Inference Adina Williams Nikita Nangia Samuel R. Bowman 535 4,501 0 18 Apr 2017
Remote Sensing Image Scene Classification: Benchmark and State of the Art Gong Cheng Junwei Han Xiaoqiang Lu 108 2,271 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 86 1,738 0 18 Aug 2016
SQuAD: 100,000+ Questions for Machine Comprehension of Text Pranav Rajpurkar Jian Zhang Konstantin Lopyrev Percy Liang RALM 318 8,189 0 16 Jun 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 2.3K 194,819 0 10 Dec 2015
You Only Look Once: Unified, Real-Time Object Detection Joseph Redmon S. Divvala Ross B. Girshick Ali Farhadi ObjD 767 37,125 0 08 Jun 2015
U-Net: Convolutional Networks for Biomedical Image Segmentation Olaf Ronneberger Philipp Fischer Thomas Brox SSeg 3DV 1.9K 77,627 0 18 May 2015
VQA: Visual Question Answering Aishwarya Agrawal Jiasen Lu Stanislaw Antol Margaret Mitchell C. L. Zitnick Dhruv Batra Devi Parikh CoGe 258 5,520 0 03 May 2015

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