Change Detection Meets Visual Question Answering

Change Detection Meets Visual Question Answering

12 December 2021

Zhitong Xiong

Xiaoxiang Zhu

Papers citing "Change Detection Meets Visual Question Answering"

19 / 19 papers shown

Title
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 65 6 0 28 Jan 2025
Text-Guided Coarse-to-Fine Fusion Network for Robust Remote Sensing Visual Question Answering Zhicheng Zhao Changfu Zhou Yu Zhang Chenglong Li Xiaoliang Ma Jin Tang 81 0 0 24 Nov 2024
Towards Vision-Language Geo-Foundation Model: A Survey Yue Zhou Xue Jiang Yiping Ke Yiping Ke Junchi Yan Xue Yang Wayne Zhang 52 17 0 13 Jun 2024
On the Foundations of Earth and Climate Foundation Models Xiao Xiang Zhu Zhitong Xiong Yi Wang Adam J. Stewart Konrad Heidler Yuanyuan Wang Zhenghang Yuan Thomas Dujardin Qingsong Xu Yilei Shi AI4Cl AI4CE 44 23 0 07 May 2024
SkyEyeGPT: Unifying Remote Sensing Vision-Language Tasks via Instruction Tuning with Large Language Model Yangfan Zhan Zhitong Xiong Yuan. Yuan MLLM 80 41 0 18 Jan 2024
From Image to Language: A Critical Analysis of Visual Question Answering (VQA) Approaches, Challenges, and Opportunities Md Farhan Ishmam Md Sakib Hossain Shovon M. F. Mridha Nilanjan Dey 59 38 0 01 Nov 2023
Parameter-Efficient Transfer Learning for Remote Sensing Image-Text Retrieval Yuan. Yuan Yangfan Zhan Zhitong Xiong VLM 35 40 0 24 Aug 2023
RSGPT: A Remote Sensing Vision Language Model and Benchmark Yuan Hu Jianlong Yuan Congcong Wen Xiaonan Lu Xiang Li VLM 31 104 0 28 Jul 2023
RRSIS: Referring Remote Sensing Image Segmentation Zhenghang Yuan Lichao Mou Yuansheng Hua Xiao Xiang Zhu 27 32 0 14 Jun 2023
Overcoming Language Bias in Remote Sensing Visual Question Answering via Adversarial Training Zhenghang Yuan Lichao Mou Xiao Xiang Zhu 22 2 0 01 Jun 2023
Artificial intelligence to advance Earth observation: a perspective D. Tuia Konrad Schindler Begüm Demir Gustau Camps-Valls Xiao Xiang Zhu ... Mihai Datcu Jorge-Arnulfo Quiané-Ruiz Volker Markl Bertrand Le Saux Rochelle Schneider 38 10 0 15 May 2023
Vision-Language Models in Remote Sensing: Current Progress and Future Trends Xiang Li Congcong Wen Yuan Hu Zhenghang Yuan Xiao Xiang Zhu VLM 32 75 0 09 May 2023
Multilingual Augmentation for Robust Visual Question Answering in Remote Sensing Images Zhenghang Yuan Lichao Mou Xiao Xiang Zhu 15 5 0 07 Apr 2023
HRVQA: A Visual Question Answering Benchmark for High-Resolution Aerial Images Kun Li G. Vosselman M. Yang 31 5 0 23 Jan 2023
RSVG: Exploring Data and Models for Visual Grounding on Remote Sensing Data Yangfan Zhan Zhitong Xiong Yuan. Yuan 78 108 0 23 Oct 2022
EarthNets: Empowering AI in Earth Observation Zhitong Xiong Fahong Zhang Yi Wang Yilei Shi Xiao Xiang Zhu 101 74 0 10 Oct 2022
How to find a good image-text embedding for remote sensing visual question answering? Christel Chappuis Sylvain Lobry B. Kellenberger Bertrand Le Saux D. Tuia 45 20 0 24 Sep 2021
Self-supervised pre-training enhances change detection in Sentinel-2 imagery Marrit Leenstra Diego Marcos F. Bovolo D. Tuia SSL 82 42 0 20 Jan 2021
RSVQA: Visual Question Answering for Remote Sensing Data Sylvain Lobry Diego Marcos J. Murray D. Tuia 72 208 0 16 Mar 2020