15 citations · 24 across the 10 of their papers we have counts for
3 papers · 1 filter
Multilingual Vision-Language Pre-training for the Remote Sensing Domain
João Daniel Silva, Joao Magalhaes, Devis Tuia +1
Methods based on Contrastive Language-Image Pre-training (CLIP) are nowadays extensively used in support of vision-and-language tasks involving remote sensing data, such as cross-m…
Dwell in the Beginning: How Language Models Embed Long Documents for Dense Retrieval
João Coelho, Bruno Martins, João Magalhães +2
This study investigates the existence of positional biases in Transformer-based models for text representation learning, particularly in the context of web document retrieval. We b…
Large Language Models for Captioning and Retrieving Remote Sensing Images
João Daniel Silva, João Magalhães, Devis Tuia +1
Image captioning and cross-modal retrieval are examples of tasks that involve the joint analysis of visual and linguistic information. In connection to remote sensing imagery, thes…