4 papers
Detecting Weather Fronts from Satellite Observations: What Does Reanalysis Add?
Ioannis Dravilas, Miruna Stoicescu, Roope Tervo +5
Weather fronts are transition regions between air masses with contrasting thermodynamic properties and are associated with mid-latitude precipitation and severe weather. We investi…
SATFRONT: Detecting Atmospheric Fronts with Satellite Data using Machine Learning
Ioannis Dravilas, Miruna Stoicescu, Roope Tervo +5
Atmospheric fronts are associated with much of the high-impact weather in the mid-latitudes, yet their identification and classification remain largely manual and subjective. Exist…
LEMON: a foundation model for nuclear morphology in Computational Pathology
Loïc Chadoutaud, Alice Blondel, Hana Feki +3
Computational pathology relies on effective representation learning to support cancer research and precision medicine. Although self-supervised learning has driven major progress a…
InfoCIR: Multimedia Analysis for Composed Image Retrieval
Ioannis Dravilas, Ioannis Kapetangeorgis, Anastasios Latsoudis +3
Composed Image Retrieval (CIR) allows users to search for images by combining a reference image with a text prompt that describes desired modifications. While vision-language model…