3.2k citations · 5.7k across the 32 of their papers we have counts for
45 papers · 1 filter
Knowledge-aware Visual Question Generation for Remote Sensing Images
Siran Li, Li Mi, Javiera Castillo-Navarro +1
With the rapid development of remote sensing image archives, asking questions about images has become an effective way of gathering specific information or performing image retriev…
Questions beyond Pixels: Integrating Commonsense Knowledge in Visual Question Generation for Remote Sensing
Siran Li, Li Mi, Javiera Castillo-Navarro +1
With the rapid development of remote sensing image archives, asking questions about images has become an effective way of gathering specific information or performing semantic imag…
An Efficient and Effective Encoder Model for Vision and Language Tasks in the Remote Sensing Domain
João Daniel Silva, Joao Magalhaes, Devis Tuia +1
The remote sensing community has recently seen the emergence of methods based on Large Vision and Language Models (LVLMs) that can address multiple tasks at the intersection of com…
Checkmate: interpretable and explainable RSVQA is the endgame
Lucrezia Tosato, Christel Tartini Chappuis, Syrielle Montariol +3
Remote Sensing Visual Question Answering (RSVQA) presents unique challenges in ensuring that model decisions are both understandable and grounded in visual content. Current models…
TRUST: Leveraging Text Robustness for Unsupervised Domain Adaptation
Mattia Litrico, Mario Valerio Giuffrida, Sebastiano Battiato +1
Recent unsupervised domain adaptation (UDA) methods have shown great success in addressing classical domain shifts (e.g., synthetic-to-real), but they still suffer under complex sh…
GeoExplorer: Active Geo-localization with Curiosity-Driven Exploration
Li Mi, Manon Bechaz, Zeming Chen +2
Active Geo-localization (AGL) is the task of localizing a goal, represented in various modalities (e.g., aerial images, ground-level images, or text), within a predefined search ar…